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lite eval 2/3", "instabilityPenalty": 0 }, { "rank": 5, "id": "liquid/lfm-2.5-2.6b:free", "name": "LiquidAI: LFM2.5-2.6B (free)", "score": 980, "metadataScore": 540, "healthScore": 100, "latencyScore": 25, "liteEvalScore": 315, "contextLength": 65536, "maxCompletionTokens": 8192, "supportsTools": true, "supportsToolChoice": true, "supportsStructuredOutputs": true, "supportsResponseFormat": true, "supportsReasoning": true, "supportsIncludeReasoning": true, "supportsSeed": true, "supportsStop": true, "latencyMs": null, "healthStatus": "not_probed", "evalSuite": "lite-agent-eval-v1", "evalSummary": { "suite": "lite-agent-eval-v1", "status": "cached_recent", "passed": 1, "total": 3, "updatedAt": "2026-09-03T03:17:35.468Z", "tasks": [ { "id": "task_files_lite", "source": "pinchbench/task_files", "points": 350, "maxPoints": 350, "score": 1, "status": "passed", "details": { "usedTool": true, "mainPyCreated": true, "helloPython": true, "readmeCreated": true, "readmeHasTitle": true, "gitignoreCreated": true, "gitignoreHasPycache": true, "noUnsafePaths": true } }, { "id": "task_shell_command_lite", "source": "pinchbench/task_shell_command_generator", "points": 0, "maxPoints": 300, "score": 0, "status": "failed", "details": { "command": "", "wroteCommandFile": false, "shellOnly": false, "recursiveSearch": false, "restrictsToLogFiles": false, "matchesFatalExactly": false, "printsEachFileOnce": false, "plausiblyExecutable": false } }, { "id": "babylonian_clock_lite", "source": "shir-man/custom", "points": 0, "maxPoints": 100, "score": 0, "status": "failed", "details": { "expected": "02:12:48", "received": "" } } ], "cachedFromUpdatedAt": "2026-09-03T03:17:35.468Z", "cacheAgeDays": 1, "cacheMultiplier": 0.9 }, "reason": "Tools, structured outputs, reasoning; lite eval 1/3", "instabilityPenalty": 0 }, { "rank": 6, "id": "z-ai/glm-5.2:free", "name": "Z.ai: GLM 5.2 (free)", "score": 704, "metadataScore": 584, "healthScore": 100, "latencyScore": 20, "liteEvalScore": 0, "contextLength": 256000, "maxCompletionTokens": 230400, "supportsTools": true, "supportsToolChoice": true, "supportsStructuredOutputs": true, "supportsResponseFormat": true, "supportsReasoning": true, "supportsIncludeReasoning": true, "supportsSeed": true, "supportsStop": true, "latencyMs": 5370, "healthStatus": "http_429", "evalSuite": "lite-agent-eval-v1", "evalSummary": { "suite": "lite-agent-eval-v1", "status": "not_evaluated", "passed": 0, "total": 0, "updatedAt": null, "tasks": [] }, "reason": "Tools, structured outputs, reasoning", "instabilityPenalty": 0 } ], "notes": [ "Free model availability and rate limits can vary.", "Top candidates also received a lite agent eval for small file-writing, shell-command, and symbolic decoding tasks.", "The lite eval is a practical heuristic, not an official PinchBench result.", "Use openrouter/free if the recommended model is temporarily unavailable." ] }