{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","model_name_or_path":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1029,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","model_name_or_path":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":693,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","model_name_or_path":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":610,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","model_name_or_path":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":624,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","model_name_or_path":"cognitivecomputations/dolphin-mistral-24b-venice-edition:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":596,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cohere/north-mini-code:free","model_name_or_path":"cohere/north-mini-code:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter message content was empty or missing.","durationMs":20276,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687177-RrHh6wtwNdVuV5HH5Fkq","promptTokens":160,"completionTokens":1024,"totalTokens":1184,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cohere/north-mini-code:free","model_name_or_path":"cohere/north-mini-code:free","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":5793,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687186-imwKsjfNTeV2RTDfDY2n","promptTokens":169,"completionTokens":500,"totalTokens":669,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Minimal callback body\nend)\n```\nReason: Registers the function as a Think hook callback with the identifier MyAddon.Think.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Minimal callback body\nend)\n```\nReason: Registers the function as a Think hook callback with the identifier MyAddon.Think."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cohere/north-mini-code:free","model_name_or_path":"cohere/north-mini-code:free","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":8227,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687192-J5bVEvYmrungKUW4AXap","promptTokens":166,"completionTokens":613,"totalTokens":779,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif ent and ent:IsValid() then\n    -- safe to use ent\nend\n```\nReason: This checks both that ent exists and that it hasn't been removed or destroyed, ensuring the entity is still valid before using it.","model_patch":"```lua\nif ent and ent:IsValid() then\n    -- safe to use ent\nend\n```\nReason: This checks both that ent exists and that it hasn't been removed or destroyed, ensuring the entity is still valid before using it."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cohere/north-mini-code:free","model_name_or_path":"cohere/north-mini-code:free","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":4389,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687198-lXK1q1d2s7mrvtknRMs9","promptTokens":161,"completionTokens":550,"totalTokens":711,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(length)\n    -- handle incoming net message\n    local data = net.ReadString()\n    print(\"MyAddon.Sync received:\", data)\nend)\n```\nReason: Registers a net message handler for \"MyAddon.Sync\" using net.Receive.","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(length)\n    -- handle incoming net message\n    local data = net.ReadString()\n    print(\"MyAddon.Sync received:\", data)\nend)\n```\nReason: Registers a net message handler for \"MyAddon.Sync\" using net.Receive."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"cohere/north-mini-code:free","model_name_or_path":"cohere/north-mini-code:free","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":10699,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687200-OsLcmPJ8b8Q4hSy1s0o8","promptTokens":163,"completionTokens":750,"totalTokens":913,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal plys = player.GetAll()\nfor i = 1, #plys do\n    local v = plys[i]\n    -- your code here\nend\n```\nReason: Storing the player table locally and iterating by numeric index reduces the overhead of `pairs` and improves performance.","model_patch":"```lua\nlocal plys = player.GetAll()\nfor i = 1, #plys do\n    local v = plys[i]\n    -- your code here\nend\n```\nReason: Storing the player table locally and iterating by numeric index reduces the overhead of `pairs` and improves performance."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"google/gemma-4-26b-a4b-it:free","model_name_or_path":"google/gemma-4-26b-a4b-it:free","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":3352,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687202-f2o4TtFHDr7IlAh6AAGy","promptTokens":166,"completionTokens":70,"totalTokens":236,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- code here\nend\n```\n\nReason: ents.FindByClass is the built-in engine function designed to return a table of entities matching a specific class, which is more efficient than iterating through all entities and checking their class manually.","model_patch":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- code here\nend\n```\n\nReason: ents.FindByClass is the built-in engine function designed to return a table of entities matching a specific class, which is more efficient than iterating through all entities and checking their class manually."}
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{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.2-3b-instruct:free","model_name_or_path":"meta-llama/llama-3.2-3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":716,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.2-3b-instruct:free","model_name_or_path":"meta-llama/llama-3.2-3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":638,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.2-3b-instruct:free","model_name_or_path":"meta-llama/llama-3.2-3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":625,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.2-3b-instruct:free","model_name_or_path":"meta-llama/llama-3.2-3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":664,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.2-3b-instruct:free","model_name_or_path":"meta-llama/llama-3.2-3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":666,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.3-70b-instruct:free","model_name_or_path":"meta-llama/llama-3.3-70b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1513,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.3-70b-instruct:free","model_name_or_path":"meta-llama/llama-3.3-70b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1023,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.3-70b-instruct:free","model_name_or_path":"meta-llama/llama-3.3-70b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1054,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.3-70b-instruct:free","model_name_or_path":"meta-llama/llama-3.3-70b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":920,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"meta-llama/llama-3.3-70b-instruct:free","model_name_or_path":"meta-llama/llama-3.3-70b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":621,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nousresearch/hermes-3-llama-3.1-405b:free","model_name_or_path":"nousresearch/hermes-3-llama-3.1-405b:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":645,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nousresearch/hermes-3-llama-3.1-405b:free","model_name_or_path":"nousresearch/hermes-3-llama-3.1-405b:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":627,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nousresearch/hermes-3-llama-3.1-405b:free","model_name_or_path":"nousresearch/hermes-3-llama-3.1-405b:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":670,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nousresearch/hermes-3-llama-3.1-405b:free","model_name_or_path":"nousresearch/hermes-3-llama-3.1-405b:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":695,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nousresearch/hermes-3-llama-3.1-405b:free","model_name_or_path":"nousresearch/hermes-3-llama-3.1-405b:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":742,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-30b-a3b:free","model_name_or_path":"nvidia/nemotron-3-nano-30b-a3b:free","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":36915,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687358-AByJC0q1OgcRwOixvwXX","promptTokens":183,"completionTokens":636,"totalTokens":819,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- your code here\nend\n```\nReason: Uses FindByClass's iterator to avoid building a full table.","model_patch":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- your code here\nend\n```\nReason: Uses FindByClass's iterator to avoid building a full table."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-30b-a3b:free","model_name_or_path":"nvidia/nemotron-3-nano-30b-a3b:free","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":3240,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687362-B4TarmRIF0J78idWLajO","promptTokens":191,"completionTokens":443,"totalTokens":634,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() end)\n```\nReason: Registers a Think hook callback using the identifier MyAddon.Think.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() end)\n```\nReason: Registers a Think hook callback using the identifier MyAddon.Think."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-30b-a3b:free","model_name_or_path":"nvidia/nemotron-3-nano-30b-a3b:free","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":6295,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687365-EOlvcS7EPDfp2qowsmC2","promptTokens":189,"completionTokens":418,"totalTokens":607,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    -- safe to use ent\nend\n```\nReason: IsValid checks that the entity still exists and hasn't been removed.","model_patch":"```lua\nif IsValid(ent) then\n    -- safe to use ent\nend\n```\nReason: IsValid checks that the entity still exists and hasn't been removed."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-30b-a3b:free","model_name_or_path":"nvidia/nemotron-3-nano-30b-a3b:free","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":2564,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687371-OptvP6kePjUvCmQwsqWR","promptTokens":186,"completionTokens":223,"totalTokens":409,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- handle the incoming net message\nend)\n```\nReason: registers a receiver for net messages named MyAddon.Sync","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- handle the incoming net message\nend)\n```\nReason: registers a receiver for net messages named MyAddon.Sync"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-30b-a3b:free","model_name_or_path":"nvidia/nemotron-3-nano-30b-a3b:free","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":7807,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687374-xYmVym7IwXdmeeuOKFto","promptTokens":185,"completionTokens":836,"totalTokens":1021,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal players = player.GetAll()\nfor _, ply in ipairs(players) do\n    -- your code here\nend\n```\nReason: Cache player list and use ipairs for speed.","model_patch":"```lua\nlocal players = player.GetAll()\nfor _, ply in ipairs(players) do\n    -- your code here\nend\n```\nReason: Cache player list and use ipairs for speed."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","model_name_or_path":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","attemptIndex":1,"status":"timeout","detail":"HTTP request exceeded the attempt timeout.","durationMs":120002,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","model_name_or_path":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","attemptIndex":1,"status":"timeout","detail":"HTTP request exceeded the attempt timeout.","durationMs":120002,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","model_name_or_path":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","attemptIndex":1,"status":"timeout","detail":"HTTP request exceeded the attempt timeout.","durationMs":120002,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","model_name_or_path":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","attemptIndex":1,"status":"timeout","detail":"HTTP request exceeded the attempt timeout.","durationMs":120002,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","model_name_or_path":"nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free","attemptIndex":1,"status":"timeout","detail":"HTTP request exceeded the attempt timeout.","durationMs":120002,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@medium","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@medium","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":6028,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687635-Kh0MFFkzmbrQRT5SA1Pn","promptTokens":183,"completionTokens":396,"totalTokens":579,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- Perform actions on each prop_physics entity here\nend\n```\nReason: ents.FindByClass returns only entities matching the class, so we avoid constructing a table of all entities first.","model_patch":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- Perform actions on each prop_physics entity here\nend\n```\nReason: ents.FindByClass returns only entities matching the class, so we avoid constructing a table of all entities first."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@medium","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@medium","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":7289,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687641-CZOJnj0gFA4e58xRsYLj","promptTokens":191,"completionTokens":353,"totalTokens":544,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Callback body\nend)\nReason: hook.Add registers a Think hook callback with the identifier MyAddon.Think.\n```","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Callback body\nend)\nReason: hook.Add registers a Think hook callback with the identifier MyAddon.Think.\n```"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@medium","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@medium","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":7318,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687648-gLXOzT8nksymsUW9KxH5","promptTokens":189,"completionTokens":311,"totalTokens":500,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    -- ent is valid, safe to call methods on it\nend\n```\nReason: IsValid checks that the entity exists and hasn't been removed, returning false for nil or invalid references, thus preventing runtime errors when calling methods.","model_patch":"```lua\nif IsValid(ent) then\n    -- ent is valid, safe to call methods on it\nend\n```\nReason: IsValid checks that the entity exists and hasn't been removed, returning false for nil or invalid references, thus preventing runtime errors when calling methods."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@medium","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@medium","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":5797,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687655-aPljzbXPWY6UJG79s7vj","promptTokens":186,"completionTokens":365,"totalTokens":551,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len)\n    -- Handle the incoming message\n    local data = net.ReadString()\n    -- Process data as needed\nend)\n```\nReason: net.Receive registers a receiver for the named net message, allowing the server/client to process incoming data.","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len)\n    -- Handle the incoming message\n    local data = net.ReadString()\n    -- Process data as needed\nend)\n```\nReason: net.Receive registers a receiver for the named net message, allowing the server/client to process incoming data."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@medium","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@medium","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":5349,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687661-MUOTI5eCUs5N2yZN8HeH","promptTokens":185,"completionTokens":508,"totalTokens":693,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal pls = player.GetAll()\nfor i = 1, #pls do\n    local ply = pls[i]\n    -- your code here\nend\n```\nReason: Caching the player table and using a numeric for loop avoids hash lookups and repeated function calls, making it faster than pairs.","model_patch":"```lua\nlocal pls = player.GetAll()\nfor i = 1, #pls do\n    local ply = pls[i]\n    -- your code here\nend\n```\nReason: Caching the player table and using a numeric for loop avoids hash lookups and repeated function calls, making it faster than pairs."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@low","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@low","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":22064,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687666-fsyd34ZJtsEYTfJ9T1lk","promptTokens":183,"completionTokens":574,"totalTokens":757,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- your code here\nend\nReason: ents.FindByClass returns a table of only the matching entities, so you don't need to iterate over all entities first.\n```","model_patch":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- your code here\nend\nReason: ents.FindByClass returns a table of only the matching entities, so you don't need to iterate over all entities first.\n```"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@low","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@low","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":3076,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687688-pgczstecqK0Hh4FZjd9B","promptTokens":191,"completionTokens":222,"totalTokens":413,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Callback body (can be empty or minimal)\nend)\n```\nReason: hook.Add registers a function to the Think hook with the unique identifier MyAddon.Think.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Callback body (can be empty or minimal)\nend)\n```\nReason: hook.Add registers a function to the Think hook with the unique identifier MyAddon.Think."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@low","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@low","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":3767,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687691-IZOTcurFgcIC0NFtUcDi","promptTokens":189,"completionTokens":233,"totalTokens":422,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    -- ent is valid, you can safely call its methods here\nend\n```\nReason: IsValid returns true only when the entity reference points to a living, non‑removed entity, preventing errors from calling methods on nil or invalid entities.","model_patch":"```lua\nif IsValid(ent) then\n    -- ent is valid, you can safely call its methods here\nend\n```\nReason: IsValid returns true only when the entity reference points to a living, non‑removed entity, preventing errors from calling methods on nil or invalid entities."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@low","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@low","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":6744,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687695-Np1uwlCdaPg7jZgiy5h2","promptTokens":186,"completionTokens":291,"totalTokens":477,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len)\n    -- Example handling: read a string and print it\n    local msg = net.ReadString()\n    print(\"MyAddon.Sync received:\", msg)\nend)\n```\nReason: Registers a receiver for the net message named MyAddon.Sync using net.Receive, which will be called whenever a message with that name is sent.","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len)\n    -- Example handling: read a string and print it\n    local msg = net.ReadString()\n    print(\"MyAddon.Sync received:\", msg)\nend)\n```\nReason: Registers a receiver for the net message named MyAddon.Sync using net.Receive, which will be called whenever a message with that name is sent."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-super-120b-a12b:free@low","model_name_or_path":"nvidia/nemotron-3-super-120b-a12b:free@low","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":6095,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687702-PpCgQs43xTAP3n3h2ROm","promptTokens":185,"completionTokens":426,"totalTokens":611,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local ply = players[i]\n    -- your code here\nend\n```\nReason: A numeric for loop avoids the iterator overhead of pairs/ipairs and directly indexes the array part of the table, which is faster for iterating over all players.","model_patch":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local ply = players[i]\n    -- your code here\nend\n```\nReason: A numeric for loop avoids the iterator overhead of pairs/ipairs and directly indexes the array part of the table, which is faster for iterating over all players."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@high","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@high","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":16424,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687708-bnxojsrnSNOyr4qJTaHm","promptTokens":183,"completionTokens":694,"totalTokens":877,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ents.Iterator() do\n    if ent:GetClass() == \"prop_physics\" then\n        -- process ent\n    end\nend\n```\nReason: `ents.Iterator()` yields entities one by one without allocating a table of all entities, making it memory‑efficient for large entity counts.","model_patch":"```lua\nfor _, ent in ents.Iterator() do\n    if ent:GetClass() == \"prop_physics\" then\n        -- process ent\n    end\nend\n```\nReason: `ents.Iterator()` yields entities one by one without allocating a table of all entities, making it memory‑efficient for large entity counts."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@high","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@high","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":3453,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687724-bAIbtuGjMxwNbg7my7MG","promptTokens":191,"completionTokens":303,"totalTokens":494,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Your think logic here\nend)\n```\nReason: Registers a Think hook with the unique identifier \"MyAddon.Think\" so the callback runs every frame.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Your think logic here\nend)\n```\nReason: Registers a Think hook with the unique identifier \"MyAddon.Think\" so the callback runs every frame."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@high","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@high","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":2903,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687728-aUB4pFPX1Vhfr14fjDxD","promptTokens":189,"completionTokens":454,"totalTokens":643,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    -- ent is valid, safe to call methods\nend\n```\nReason: IsValid is the global function provided by Garry's Mod to reliably check if an entity exists and hasn't been removed.","model_patch":"```lua\nif IsValid(ent) then\n    -- ent is valid, safe to call methods\nend\n```\nReason: IsValid is the global function provided by Garry's Mod to reliably check if an entity exists and hasn't been removed."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@high","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@high","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":4063,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687731-eNZZT35LEtcXeXdVQvEk","promptTokens":186,"completionTokens":394,"totalTokens":580,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- Handle the incoming net message here\nend)\n```\nReason: Registers a net message receiver for \"MyAddon.Sync\" to handle incoming network messages with that name.","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- Handle the incoming net message here\nend)\n```\nReason: Registers a net message receiver for \"MyAddon.Sync\" to handle incoming network messages with that name."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@high","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@high","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":4774,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687735-T07lFPq4eDm7MsbxcPhK","promptTokens":185,"completionTokens":670,"totalTokens":855,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local ply = players[i]\n    -- your code here\nend\n```\nReason: A numeric for loop over the array returned by player.GetAll() avoids iterator overhead and is faster in LuaJIT.","model_patch":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local ply = players[i]\n    -- your code here\nend\n```\nReason: A numeric for loop over the array returned by player.GetAll() avoids iterator overhead and is faster in LuaJIT."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":23908,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687740-8jiY3tqQ5hG82M3mq6eG","promptTokens":183,"completionTokens":1988,"totalTokens":2171,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- process ent\nend\n```\nReason: `ents.FindByClass` performs the class filtering in C++ and returns only matching entities, avoiding a full iteration of all entities in Lua.","model_patch":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- process ent\nend\n```\nReason: `ents.FindByClass` performs the class filtering in C++ and returns only matching entities, avoiding a full iteration of all entities in Lua."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":3662,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687742-MMsSbkO3CYe8D1mhJbos","promptTokens":191,"completionTokens":381,"totalTokens":572,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() end)\n```\nReason: Registers a Think hook callback with the identifier MyAddon.Think using hook.Add.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() end)\n```\nReason: Registers a Think hook callback with the identifier MyAddon.Think using hook.Add."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":4979,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687745-oW1KjtUXKBKOxUaH712p","promptTokens":189,"completionTokens":452,"totalTokens":641,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    -- ent is valid, safe to call methods on it\nend\n```\nReason: `IsValid(ent)` returns true only if the entity exists and is not a NULL entity, preventing errors when calling methods on invalid references.","model_patch":"```lua\nif IsValid(ent) then\n    -- ent is valid, safe to call methods on it\nend\n```\nReason: `IsValid(ent)` returns true only if the entity exists and is not a NULL entity, preventing errors when calling methods on invalid references."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":4384,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687750-qDP2i2K7pqKiiFF2mFTa","promptTokens":186,"completionTokens":480,"totalTokens":666,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- Handle the incoming message here\n    -- Example: local data = net.ReadTable()\nend)\n```\nReason: This registers a net receiver for the message name \"MyAddon.Sync\" using Garry's Mod's net library.","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- Handle the incoming message here\n    -- Example: local data = net.ReadTable()\nend)\n```\nReason: This registers a net receiver for the message name \"MyAddon.Sync\" using Garry's Mod's net library."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","model_name_or_path":"nvidia/nemotron-3-ultra-550b-a55b:free@medium","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":25082,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687755-UBRWbXkctdqg7IBpaXUr","promptTokens":185,"completionTokens":1333,"totalTokens":1518,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local v = players[i]\n    -- loop body\nend\n```\nReason: Numeric for loop with a cached table avoids pairs overhead and repeated function calls, yielding the fastest iteration over the sequential player array.","model_patch":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local v = players[i]\n    -- loop body\nend\n```\nReason: Numeric for loop with a cached table avoids pairs overhead and repeated function calls, yielding the fastest iteration over the sequential player array."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3.5-content-safety:free","model_name_or_path":"nvidia/nemotron-3.5-content-safety:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":3138,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687764-NxUbU5HVNv3Wjcg3PCwr","promptTokens":526,"completionTokens":250,"totalTokens":776,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"User Safety: safe","model_patch":"User Safety: safe"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3.5-content-safety:free","model_name_or_path":"nvidia/nemotron-3.5-content-safety:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":2715,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687767-4HtUMqSXendDh1MzjIjB","promptTokens":535,"completionTokens":213,"totalTokens":748,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"User Safety: safe","model_patch":"User Safety: safe"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3.5-content-safety:free","model_name_or_path":"nvidia/nemotron-3.5-content-safety:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":3246,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687769-jKvGLSGSz6bGaKfT5Rfm","promptTokens":532,"completionTokens":266,"totalTokens":798,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"User Safety: safe","model_patch":"User Safety: safe"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3.5-content-safety:free","model_name_or_path":"nvidia/nemotron-3.5-content-safety:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":3359,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687773-2tNCz4Io8Yg1C8FnBBca","promptTokens":528,"completionTokens":251,"totalTokens":779,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"User Safety: safe","model_patch":"User Safety: safe"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-3.5-content-safety:free","model_name_or_path":"nvidia/nemotron-3.5-content-safety:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":2701,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687776-3hc20HpaYm0VivVrXKNJ","promptTokens":529,"completionTokens":162,"totalTokens":691,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"User Safety: safe","model_patch":"User Safety: safe"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-12b-v2-vl:free","model_name_or_path":"nvidia/nemotron-nano-12b-v2-vl:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter message content was empty or missing.","durationMs":26287,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687780-2CUcoyx181IoR0Md9c2d","promptTokens":178,"completionTokens":1024,"totalTokens":1202,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-12b-v2-vl:free","model_name_or_path":"nvidia/nemotron-nano-12b-v2-vl:free","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":10738,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687780-yNBBUbKRh6BwYVaN8XQB","promptTokens":186,"completionTokens":513,"totalTokens":699,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() return true end)\n```\nReason: `hook.Add` registers the callback with the specified identifier for the `Think` hook, ensuring it runs each frame.\n","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() return true end)\n```\nReason: `hook.Add` registers the callback with the specified identifier for the `Think` hook, ensuring it runs each frame.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-12b-v2-vl:free","model_name_or_path":"nvidia/nemotron-nano-12b-v2-vl:free","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":17350,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687791-tTebOgar5jqmW3HaymVp","promptTokens":184,"completionTokens":608,"totalTokens":792,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif ent and ent:IsValid() then\n    -- call methods here\nend\n```\nReason: Ensures `ent` is not nil and the entity is still valid before calling methods, preventing errors from invalid references.\n","model_patch":"```lua\nif ent and ent:IsValid() then\n    -- call methods here\nend\n```\nReason: Ensures `ent` is not nil and the entity is still valid before calling methods, preventing errors from invalid references.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-12b-v2-vl:free","model_name_or_path":"nvidia/nemotron-nano-12b-v2-vl:free","attemptIndex":1,"status":"timeout","detail":"HTTP request exceeded the attempt timeout.","durationMs":120002,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-12b-v2-vl:free","model_name_or_path":"nvidia/nemotron-nano-12b-v2-vl:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter message content was empty or missing.","durationMs":21410,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687808-7WADfFv3B3WzMBWVzzLN","promptTokens":180,"completionTokens":1024,"totalTokens":1204,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-9b-v2:free","model_name_or_path":"nvidia/nemotron-nano-9b-v2:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":13943,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687829-fAcQTNTTok5Ppd0gEgyS","promptTokens":178,"completionTokens":470,"totalTokens":648,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"\n\n```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- process ent\nend\n```\nReason: `ents.FindByClass` directly retrieves entities of the specified class, avoiding the need to iterate through all entities and filter them, which is more efficient.\n","model_patch":"\n\n```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- process ent\nend\n```\nReason: `ents.FindByClass` directly retrieves entities of the specified class, avoiding the need to iterate through all entities and filter them, which is more efficient.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-9b-v2:free","model_name_or_path":"nvidia/nemotron-nano-9b-v2:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":5344,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687843-h1pGuecy0H1Kg8nyfp9s","promptTokens":186,"completionTokens":311,"totalTokens":497,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"\n\n```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() end)\n```\nReason: Uses `hook.Add` with the \"Think\" hook name, the specified identifier \"MyAddon.Think\", and an empty callback function.\n","model_patch":"\n\n```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() end)\n```\nReason: Uses `hook.Add` with the \"Think\" hook name, the specified identifier \"MyAddon.Think\", and an empty callback function.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-9b-v2:free","model_name_or_path":"nvidia/nemotron-nano-9b-v2:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":7317,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687849-s5cy11xLBoWfYfGg01zF","promptTokens":184,"completionTokens":314,"totalTokens":498,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"\n\n```lua\nIsValid(ent)\n```\nReason: `IsValid` checks if the entity reference is still active and valid in the game world.\n","model_patch":"\n\n```lua\nIsValid(ent)\n```\nReason: `IsValid` checks if the entity reference is still active and valid in the game world.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-9b-v2:free","model_name_or_path":"nvidia/nemotron-nano-9b-v2:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":8135,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687856-VxkyingrrYlbCyf98q7a","promptTokens":181,"completionTokens":392,"totalTokens":573,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"\n\n```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ...) end)\n```\nReason: The `net.Receive` function in Garry's Mod Lua is used to register a networked message receiver, where the first argument is the message name and the second is the callback function.\n","model_patch":"\n\n```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ...) end)\n```\nReason: The `net.Receive` function in Garry's Mod Lua is used to register a networked message receiver, where the first argument is the message name and the second is the callback function.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"nvidia/nemotron-nano-9b-v2:free","model_name_or_path":"nvidia/nemotron-nano-9b-v2:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":14962,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687864-uDg3x4P7v33z06FbUEXi","promptTokens":180,"completionTokens":785,"totalTokens":965,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"\n\n```lua\nfor i, v in ipairs(player.GetAll()) do ... end\n```\nReason: `ipairs` is more efficient than `pairs` for ordered lists with consecutive integer keys, which `player.GetAll()` typically provides.\n","model_patch":"\n\n```lua\nfor i, v in ipairs(player.GetAll()) do ... end\n```\nReason: `ipairs` is more efficient than `pairs` for ordered lists with consecutive integer keys, which `player.GetAll()` typically provides.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@high","model_name_or_path":"openai/gpt-oss-120b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2441,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@high","model_name_or_path":"openai/gpt-oss-120b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2083,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@high","model_name_or_path":"openai/gpt-oss-120b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2089,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@high","model_name_or_path":"openai/gpt-oss-120b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2003,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@high","model_name_or_path":"openai/gpt-oss-120b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2499,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@medium","model_name_or_path":"openai/gpt-oss-120b:free@medium","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1935,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@medium","model_name_or_path":"openai/gpt-oss-120b:free@medium","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2045,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@medium","model_name_or_path":"openai/gpt-oss-120b:free@medium","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2040,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@medium","model_name_or_path":"openai/gpt-oss-120b:free@medium","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":4029,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@medium","model_name_or_path":"openai/gpt-oss-120b:free@medium","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":16161,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687949-bHeyWzYvrDjqJ216LcPv","promptTokens":237,"completionTokens":235,"totalTokens":472,"cost":0,"cachedTokens":32,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local ply = players[i]\n    -- your code here\nend\n```\nReason: Storing the player list once and iterating with a numeric for loop avoids the overhead of `pairs` and repeated `player.GetAll()` calls, giving the fastest traversal of the current players.","model_patch":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local ply = players[i]\n    -- your code here\nend\n```\nReason: Storing the player list once and iterating with a numeric for loop avoids the overhead of `pairs` and repeated `player.GetAll()` calls, giving the fastest traversal of the current players."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@low","model_name_or_path":"openai/gpt-oss-120b:free@low","attemptIndex":1,"status":"partial","detail":"Matched a partial-answer pattern.","durationMs":19519,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783687964-U5EIPt8bwRG04FGROOXZ","promptTokens":235,"completionTokens":242,"totalTokens":477,"cost":0,"cachedTokens":64,"cacheWriteTokens":0},"finalResponse":"```lua\nfor i = 1, #ents.GetAll() do\n    local ent = ents.GetAll()[i]\n    if ent:GetClass() == \"prop_physics\" then\n        -- your code here\n    end\nend\n```\nReason: This iterates directly over the global entity list without creating a separate table of only prop_physics entities.","model_patch":"```lua\nfor i = 1, #ents.GetAll() do\n    local ent = ents.GetAll()[i]\n    if ent:GetClass() == \"prop_physics\" then\n        -- your code here\n    end\nend\n```\nReason: This iterates directly over the global entity list without creating a separate table of only prop_physics entities."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@low","model_name_or_path":"openai/gpt-oss-120b:free@low","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2015,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@low","model_name_or_path":"openai/gpt-oss-120b:free@low","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2086,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@low","model_name_or_path":"openai/gpt-oss-120b:free@low","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1972,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-120b:free@low","model_name_or_path":"openai/gpt-oss-120b:free@low","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":2137,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@high","model_name_or_path":"openai/gpt-oss-20b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter error: Internal Server Error","durationMs":10755,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@high","model_name_or_path":"openai/gpt-oss-20b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter error: Internal Server Error","durationMs":10731,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@high","model_name_or_path":"openai/gpt-oss-20b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter error: Internal Server Error","durationMs":10906,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@high","model_name_or_path":"openai/gpt-oss-20b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter error: Internal Server Error","durationMs":10724,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@high","model_name_or_path":"openai/gpt-oss-20b:free@high","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter error: Internal Server Error","durationMs":10716,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@medium","model_name_or_path":"openai/gpt-oss-20b:free@medium","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter error: Internal Server Error","durationMs":10697,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@medium","model_name_or_path":"openai/gpt-oss-20b:free@medium","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":7865,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688024-h2WYk3dlxyEZoEw4T2F5","promptTokens":249,"completionTokens":181,"totalTokens":430,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- callback body\nend)\n```\nReason: registers a Think hook with identifier MyAddon.Think.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- callback body\nend)\n```\nReason: registers a Think hook with identifier MyAddon.Think."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@medium","model_name_or_path":"openai/gpt-oss-20b:free@medium","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":2773,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688029-g5d0wId34aCul5b9qZIP","promptTokens":247,"completionTokens":171,"totalTokens":418,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif not IsValid(ent) then return end\n```\nReason: `IsValid` is the standard Garry's Mod function to check an entity reference before using it.","model_patch":"```lua\nif not IsValid(ent) then return end\n```\nReason: `IsValid` is the standard Garry's Mod function to check an entity reference before using it."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@medium","model_name_or_path":"openai/gpt-oss-20b:free@medium","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":2435,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688031-buCI8JtIzTSLaeocigay","promptTokens":242,"completionTokens":224,"totalTokens":466,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- handle the incoming message here\nend)\n```\nReason: registers a handler for the network message \"MyAddon.Sync\".","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- handle the incoming message here\nend)\n```\nReason: registers a handler for the network message \"MyAddon.Sync\"."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@medium","model_name_or_path":"openai/gpt-oss-20b:free@medium","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":8369,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688032-3VH9KSS1g76XCeRg3JL1","promptTokens":243,"completionTokens":344,"totalTokens":587,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal players = player.GetAll()\nfor _, ply in ipairs(players) do\n    -- ...\nend\n```\nReason: caching the player list in a local variable and using `ipairs` avoids repeated table lookups and is faster than `pairs`.","model_patch":"```lua\nlocal players = player.GetAll()\nfor _, ply in ipairs(players) do\n    -- ...\nend\n```\nReason: caching the player list in a local variable and using `ipairs` avoids repeated table lookups and is faster than `pairs`."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@low","model_name_or_path":"openai/gpt-oss-20b:free@low","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":3830,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688034-82HUpRWaisfVvmdTWVa9","promptTokens":241,"completionTokens":227,"totalTokens":468,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- process ent\nend\n```\nReason: `ents.FindByClass` is the standard way to get all entities of a class and iterate over them without manually building a separate table.","model_patch":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- process ent\nend\n```\nReason: `ents.FindByClass` is the standard way to get all entities of a class and iterate over them without manually building a separate table."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@low","model_name_or_path":"openai/gpt-oss-20b:free@low","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":1929,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688038-MlmYbcFoIh5B7tuMngyi","promptTokens":249,"completionTokens":73,"totalTokens":322,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- callback body\nend)\n```\nReason: Registers a Think hook with the specified identifier.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- callback body\nend)\n```\nReason: Registers a Think hook with the specified identifier."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@low","model_name_or_path":"openai/gpt-oss-20b:free@low","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":4051,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688040-RoPvUSDHvzODD5u34tDD","promptTokens":247,"completionTokens":81,"totalTokens":328,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    -- safe to use ent\nend\n```\nReason: `IsValid` checks that the entity reference is not nil and still exists.","model_patch":"```lua\nif IsValid(ent) then\n    -- safe to use ent\nend\n```\nReason: `IsValid` checks that the entity reference is not nil and still exists."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@low","model_name_or_path":"openai/gpt-oss-20b:free@low","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":3222,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688040-IhS3jWfyAQmyvjXFVASv","promptTokens":242,"completionTokens":76,"totalTokens":318,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- handle the incoming message here\nend)\n```\nReason: Registers a receiver for the networked message \"MyAddon.Sync\".","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- handle the incoming message here\nend)\n```\nReason: Registers a receiver for the networked message \"MyAddon.Sync\"."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"openai/gpt-oss-20b:free@low","model_name_or_path":"openai/gpt-oss-20b:free@low","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":6572,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688044-tMMRo8k20bczKUJVUEKt","promptTokens":243,"completionTokens":126,"totalTokens":369,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local ply = players[i]\n    -- your code here\nend\n```\nReason: Using a numeric for loop over a pre‑cached table avoids the overhead of pairs and repeated table lookups, making it the most efficient way to iterate over all current players.","model_patch":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local ply = players[i]\n    -- your code here\nend\n```\nReason: Using a numeric for loop over a pre‑cached table avoids the overhead of pairs and repeated table lookups, making it the most efficient way to iterate over all current players."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-m.1:free","model_name_or_path":"poolside/laguna-m.1:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":21315,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688044-QvYJrzUwvjvdLRBYV6Nz","promptTokens":188,"completionTokens":973,"totalTokens":1161,"cost":0,"cachedTokens":96,"cacheWriteTokens":0},"finalResponse":"\n```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- process each entity\nend\n```\nReason: Uses the engine's built-in `ents.FindByClass` to directly iterate over all `prop_physics` entities without manually building a table, leveraging the game's optimized entity lookup.\n","model_patch":"\n```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- process each entity\nend\n```\nReason: Uses the engine's built-in `ents.FindByClass` to directly iterate over all `prop_physics` entities without manually building a table, leveraging the game's optimized entity lookup.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-m.1:free","model_name_or_path":"poolside/laguna-m.1:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":8518,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688050-Vy8jHlpMAVVaNIRC7liV","promptTokens":195,"completionTokens":280,"totalTokens":475,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"\n```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() end)\n```\nReason: Uses hook.Add with \"Think\" as the hook name, \"MyAddon.Think\" as the unique identifier, and an empty function as the callback.\n","model_patch":"\n```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function() end)\n```\nReason: Uses hook.Add with \"Think\" as the hook name, \"MyAddon.Think\" as the unique identifier, and an empty function as the callback.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-m.1:free","model_name_or_path":"poolside/laguna-m.1:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":14598,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688059-0KrCygYwKwfzBlifJU5L","promptTokens":194,"completionTokens":366,"totalTokens":560,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"\n```lua\nif IsValid(ent) then\n    -- safe to use ent\nend\n```\nReason: The `IsValid()` function checks if the entity exists and hasn't been removed from the game world, preventing errors when calling methods on invalid references.\n","model_patch":"\n```lua\nif IsValid(ent) then\n    -- safe to use ent\nend\n```\nReason: The `IsValid()` function checks if the entity exists and hasn't been removed from the game world, preventing errors when calling methods on invalid references.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-m.1:free","model_name_or_path":"poolside/laguna-m.1:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":9563,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688065-HRYizuruJWVtTxnNJBcG","promptTokens":188,"completionTokens":282,"totalTokens":470,"cost":0,"cachedTokens":96,"cacheWriteTokens":0},"finalResponse":"\n```lua\nnet.Receive(\"MyAddon.Sync\", function(len)\n    -- Handle incoming message here\nend)\n```\nReason: Uses net.Receive to register a handler for the \"MyAddon.Sync\" message with a function that receives the message length.\n","model_patch":"\n```lua\nnet.Receive(\"MyAddon.Sync\", function(len)\n    -- Handle incoming message here\nend)\n```\nReason: Uses net.Receive to register a handler for the \"MyAddon.Sync\" message with a function that receives the message length.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-m.1:free","model_name_or_path":"poolside/laguna-m.1:free","attemptIndex":1,"status":"protocol_error","detail":"Answer must contain exactly one fenced code block followed by a reason.","durationMs":19312,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688073-7xV1T1PdFQIUuukyroJy","promptTokens":189,"completionTokens":526,"totalTokens":715,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"\n```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local v = players[i]\n    -- do stuff\nend\n```\nReason: Using a numeric loop on the cached table avoids the overhead of the `pairs` iterator and is faster in Lua for sequential tables.\n","model_patch":"\n```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local v = players[i]\n    -- do stuff\nend\n```\nReason: Using a numeric loop on the cached table avoids the overhead of the `pairs` iterator and is faster in Lua for sequential tables.\n"}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-xs-2.1:free","model_name_or_path":"poolside/laguna-xs-2.1:free","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":595,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688075-GnwSSl7AVEdJ3P28LTO9","promptTokens":179,"completionTokens":66,"totalTokens":245,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- use ent here\nend\n```\nReason: `ents.FindByClass` returns an iterator-friendly table without requiring manual construction, making it the standard approach for iterating specific entity classes in Garry's Mod Lua.","model_patch":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- use ent here\nend\n```\nReason: `ents.FindByClass` returns an iterator-friendly table without requiring manual construction, making it the standard approach for iterating specific entity classes in Garry's Mod Lua."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-xs-2.1:free","model_name_or_path":"poolside/laguna-xs-2.1:free","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":873,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688075-Y3CYortxT9vIdNkQM9Z5","promptTokens":186,"completionTokens":62,"totalTokens":248,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Your think logic here\nend)\n```\nReason: The hook.Add function registers a callback for a specific hook name (\"Think\") with a unique identifier (\"MyAddon.Think\") to prevent duplicate registrations.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- Your think logic here\nend)\n```\nReason: The hook.Add function registers a callback for a specific hook name (\"Think\") with a unique identifier (\"MyAddon.Think\") to prevent duplicate registrations."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-xs-2.1:free","model_name_or_path":"poolside/laguna-xs-2.1:free","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":863,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688076-CLqbBmyXo24n6jvtoXOW","promptTokens":185,"completionTokens":65,"totalTokens":250,"cost":0,"cachedTokens":112,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    ent:SomeMethod()\nend\n```\nReason: `IsValid` is the standard Garry's Mod function that checks if an entity reference is not only non-nil but also represents an existing in-game entity, preventing errors from calling methods on invalid or deleted entities.","model_patch":"```lua\nif IsValid(ent) then\n    ent:SomeMethod()\nend\n```\nReason: `IsValid` is the standard Garry's Mod function that checks if an entity reference is not only non-nil but also represents an existing in-game entity, preventing errors from calling methods on invalid or deleted entities."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-xs-2.1:free","model_name_or_path":"poolside/laguna-xs-2.1:free","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":614,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688081-abT97KHoCIeyKB5Pbhi7","promptTokens":179,"completionTokens":50,"totalTokens":229,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- Handle the incoming message here\nend)\n```\nReason: net.Receive registers a callback function to handle incoming network messages with the specified name.","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- Handle the incoming message here\nend)\n```\nReason: net.Receive registers a callback function to handle incoming network messages with the specified name."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"poolside/laguna-xs-2.1:free","model_name_or_path":"poolside/laguna-xs-2.1:free","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":9546,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688083-Zbp0HOTSeOn2Y3VS8Ogs","promptTokens":180,"completionTokens":75,"totalTokens":255,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor i = 1, #player.GetAll() do\n\tlocal v = player.GetAll()[i]\n\t-- use v here\nend\n```\n\nReason: Using a numeric for loop with a pre-cached table avoids the overhead of calling the pairs iterator function on every iteration, which is faster for small, fixed-size collections like the player list.","model_patch":"```lua\nfor i = 1, #player.GetAll() do\n\tlocal v = player.GetAll()[i]\n\t-- use v here\nend\n```\n\nReason: Using a numeric for loop with a pre-cached table avoids the overhead of calling the pairs iterator function on every iteration, which is faster for small, fixed-size collections like the player list."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-coder:free","model_name_or_path":"qwen/qwen3-coder:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1177,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-coder:free","model_name_or_path":"qwen/qwen3-coder:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1139,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-coder:free","model_name_or_path":"qwen/qwen3-coder:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 404.","durationMs":273,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-coder:free","model_name_or_path":"qwen/qwen3-coder:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":999,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-coder:free","model_name_or_path":"qwen/qwen3-coder:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":877,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-next-80b-a3b-instruct:free","model_name_or_path":"qwen/qwen3-next-80b-a3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1249,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-next-80b-a3b-instruct:free","model_name_or_path":"qwen/qwen3-next-80b-a3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":1298,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-next-80b-a3b-instruct:free","model_name_or_path":"qwen/qwen3-next-80b-a3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":727,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-next-80b-a3b-instruct:free","model_name_or_path":"qwen/qwen3-next-80b-a3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":599,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"qwen/qwen3-next-80b-a3b-instruct:free","model_name_or_path":"qwen/qwen3-next-80b-a3b-instruct:free","attemptIndex":1,"status":"protocol_error","detail":"OpenRouter HTTP 429.","durationMs":671,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":null,"finalResponse":null,"model_patch":null}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@high","model_name_or_path":"tencent/hy3:free@high","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":37959,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688130-r5OQIQ9G9nitEQcLD9SV","promptTokens":177,"completionTokens":5283,"totalTokens":5460,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- do something with ent\nend\n```\nReason: ents.FindByClass returns only entities of that class, avoiding the need to build and filter a table of all entities via ents.GetAll.","model_patch":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- do something with ent\nend\n```\nReason: ents.FindByClass returns only entities of that class, avoiding the need to build and filter a table of all entities via ents.GetAll."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@high","model_name_or_path":"tencent/hy3:free@high","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":18403,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688138-Xp1wXn4in6GkhB3h76t7","promptTokens":186,"completionTokens":906,"totalTokens":1092,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add( \"Think\", \"MyAddon.Think\", function() end )\n```\nReason: hook.Add is the Garry's Mod API used to register a callback for a named hook, with the identifier allowing later reference or removal.","model_patch":"```lua\nhook.Add( \"Think\", \"MyAddon.Think\", function() end )\n```\nReason: hook.Add is the Garry's Mod API used to register a callback for a named hook, with the identifier allowing later reference or removal."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@high","model_name_or_path":"tencent/hy3:free@high","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":12208,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688157-Bbw5jkvotVVSGtuWcpaw","promptTokens":183,"completionTokens":605,"totalTokens":788,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    -- safely call methods on ent\nend\n```\nReason: IsValid is a global GMod function that safely checks whether the entity reference is non-nil and not pending removal, avoiding nil/index errors.","model_patch":"```lua\nif IsValid(ent) then\n    -- safely call methods on ent\nend\n```\nReason: IsValid is a global GMod function that safely checks whether the entity reference is non-nil and not pending removal, avoiding nil/index errors."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@high","model_name_or_path":"tencent/hy3:free@high","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":18536,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688168-Smx1ADi4Vq4wqAsjo6WU","promptTokens":179,"completionTokens":982,"totalTokens":1161,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- Handle incoming net message data here\nend)\n```\nReason: net.Receive registers a callback that executes whenever a net message with the given name is received.","model_patch":"```lua\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- Handle incoming net message data here\nend)\n```\nReason: net.Receive registers a callback that executes whenever a net message with the given name is received."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@high","model_name_or_path":"tencent/hy3:free@high","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":30804,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688169-rowNWy5ielkVxqZ5ywkK","promptTokens":179,"completionTokens":1338,"totalTokens":1517,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local v = players[i]\n    -- ...\nend\n```\nReason: player.GetAll() returns a contiguous array, so caching it and using a numeric for loop avoids the hash-lookup overhead of pairs and is the fastest iteration method.","model_patch":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local v = players[i]\n    -- ...\nend\n```\nReason: player.GetAll() returns a contiguous array, so caching it and using a numeric for loop avoids the hash-lookup overhead of pairs and is the fastest iteration method."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@low","model_name_or_path":"tencent/hy3:free@low","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":11651,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688187-YdHVCjUZtGyllrjRWxHz","promptTokens":177,"completionTokens":1428,"totalTokens":1605,"cost":0,"cachedTokens":64,"cacheWriteTokens":0},"finalResponse":"```lua\nfor ent in ents.Iterator(\"prop_physics\") do\n    -- your code here\nend\n```\nReason: ents.Iterator returns a lazy iterator that yields only entities of the given class without allocating a table of all entities.","model_patch":"```lua\nfor ent in ents.Iterator(\"prop_physics\") do\n    -- your code here\nend\n```\nReason: ents.Iterator returns a lazy iterator that yields only entities of the given class without allocating a table of all entities."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@low","model_name_or_path":"tencent/hy3:free@low","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":8154,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688199-2CUp7kFO0lEg4mLOX4Di","promptTokens":186,"completionTokens":327,"totalTokens":513,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\nend)\n```\nReason: hook.Add is the GMod API used to register a callback on a named hook, with the second argument being the unique identifier.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\nend)\n```\nReason: hook.Add is the GMod API used to register a callback on a named hook, with the second argument being the unique identifier."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@low","model_name_or_path":"tencent/hy3:free@low","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":10079,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688200-MKn9GLujb3wu9r5daHkZ","promptTokens":183,"completionTokens":488,"totalTokens":671,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    ent:SomeMethod()\nend\n```\nReason: IsValid safely returns false for nil or NULL entities, avoiding runtime errors when calling methods on invalid references.","model_patch":"```lua\nif IsValid(ent) then\n    ent:SomeMethod()\nend\n```\nReason: IsValid safely returns false for nil or NULL entities, avoiding runtime errors when calling methods on invalid references."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@low","model_name_or_path":"tencent/hy3:free@low","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":13476,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688207-poBjO399b8YptdBQY3M6","promptTokens":179,"completionTokens":662,"totalTokens":841,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nnet.Receive( \"MyAddon.Sync\", function( len, ply )\n    -- handle incoming net message data here\nend )\n```\nReason: net.Receive registers a callback that runs whenever a net message with the specified name is received.","model_patch":"```lua\nnet.Receive( \"MyAddon.Sync\", function( len, ply )\n    -- handle incoming net message data here\nend )\n```\nReason: net.Receive registers a callback that runs whenever a net message with the specified name is received."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@low","model_name_or_path":"tencent/hy3:free@low","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":21467,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688210-0s8zSE0WcyAWaLsHKHVn","promptTokens":179,"completionTokens":949,"totalTokens":1128,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal plys = player.GetAll()\nfor i = 1, #plys do\n    local v = plys[i]\n    -- ...\nend\n```\nReason: player.GetAll() returns a sequentially indexed table, so caching it and using a numeric for loop avoids pairs' hash iteration overhead and is the fastest way to visit all players.","model_patch":"```lua\nlocal plys = player.GetAll()\nfor i = 1, #plys do\n    local v = plys[i]\n    -- ...\nend\n```\nReason: player.GetAll() returns a sequentially indexed table, so caching it and using a numeric for loop avoids pairs' hash iteration overhead and is the fastest way to visit all players."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.ents-iterator.v1","fixtureId":"gmod.ents-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@none","model_name_or_path":"tencent/hy3:free@none","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":2157,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688220-GDeVkxfoBidBaIH8oViG","promptTokens":180,"completionTokens":51,"totalTokens":231,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- do something with ent\nend\n```\nReason: ents.FindByClass returns only matching entities so no full entity table is built manually.","model_patch":"```lua\nfor _, ent in ipairs(ents.FindByClass(\"prop_physics\")) do\n    -- do something with ent\nend\n```\nReason: ents.FindByClass returns only matching entities so no full entity table is built manually."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.hook-add.v1","fixtureId":"gmod.hook-add.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@none","model_name_or_path":"tencent/hy3:free@none","attemptIndex":1,"status":"pass","detail":"Registers a named hook with hook.Add.","durationMs":2110,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688222-3XHQho9awOQo1yfq63SG","promptTokens":189,"completionTokens":48,"totalTokens":237,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- minimal empty callback\nend)\n```\nReason: hook.Add registers a named callback on the given hook, using the identifier as the second argument.","model_patch":"```lua\nhook.Add(\"Think\", \"MyAddon.Think\", function()\n    -- minimal empty callback\nend)\n```\nReason: hook.Add registers a named callback on the given hook, using the identifier as the second argument."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.isvalid.v1","fixtureId":"gmod.isvalid.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@none","model_name_or_path":"tencent/hy3:free@none","attemptIndex":1,"status":"pass","detail":"Uses IsValid for entity/object validity.","durationMs":2448,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688224-2DQ7Rq7WiqVjP3HShSlM","promptTokens":186,"completionTokens":50,"totalTokens":236,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nif IsValid(ent) then\n    ent:SomeMethod()\nend\n```\n\nReason: IsValid checks both that ent is not nil and that the entity hasn't been removed, preventing errors from calling methods on invalid entities.","model_patch":"```lua\nif IsValid(ent) then\n    ent:SomeMethod()\nend\n```\n\nReason: IsValid checks both that ent is not nil and that the entity hasn't been removed, preventing errors from calling methods on invalid entities."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.net-receivers.v1","fixtureId":"gmod.net-receivers.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@none","model_name_or_path":"tencent/hy3:free@none","attemptIndex":1,"status":"pass","detail":"Matched a pass pattern.","durationMs":2709,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688227-F1mcSDE4xxBUYt1uP2DG","promptTokens":182,"completionTokens":74,"totalTokens":256,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nutil.AddNetworkString(\"MyAddon.Sync\")\n\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- handle incoming net message here\nend)\n```\nReason: util.AddNetworkString registers the net message name on both server and client, and net.Receive sets the callback to handle incoming messages with that name.","model_patch":"```lua\nutil.AddNetworkString(\"MyAddon.Sync\")\n\nnet.Receive(\"MyAddon.Sync\", function(len, ply)\n    -- handle incoming net message here\nend)\n```\nReason: util.AddNetworkString registers the net message name on both server and client, and net.Receive sets the callback to handle incoming messages with that name."}
{"runId":"7b1432b7-7796-46eb-a8ec-9b4a6d2c8712","instance_id":"gmod.player-iterator.v1","fixtureId":"gmod.player-iterator.v1","fixtureVersion":null,"rubricVersion":null,"promptHash":null,"adapterId":"openrouter","model":"tencent/hy3:free@none","model_name_or_path":"tencent/hy3:free@none","attemptIndex":1,"status":"partial","detail":"Still materializes player.GetAll().","durationMs":2980,"startedAt":null,"completedAt":null,"answerBytes":null,"answerChars":null,"httpStatus":null,"httpAttempts":null,"exitCode":null,"usage":{"generationId":"gen-1783688230-4CdrL0ycanpBrFo96nGj","promptTokens":182,"completionTokens":65,"totalTokens":247,"cost":0,"cachedTokens":0,"cacheWriteTokens":0},"finalResponse":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local v = players[i]\nend\n```\nReason: Using a numeric loop over the array returned by player.GetAll avoids hash traversal and per-iteration function calls from pairs, making it faster and more GC-friendly.","model_patch":"```lua\nlocal players = player.GetAll()\nfor i = 1, #players do\n    local v = players[i]\nend\n```\nReason: Using a numeric loop over the array returned by player.GetAll avoids hash traversal and per-iteration function calls from pairs, making it faster and more GC-friendly."}