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Please retry shortly, o" } } ] }, "reason": "Tools, structured outputs, reasoning", "instabilityPenalty": 100 }, { "rank": 4, "id": "dots-studio/dots-3-note-preview:free", "name": "Dots Studio: Dots3-Note Preview (free)", "score": 1035, "metadataScore": 585, "healthScore": 100, "latencyScore": 25, "liteEvalScore": 325, "contextLength": 512000, "maxCompletionTokens": 460800, "supportsTools": true, "supportsToolChoice": true, "supportsStructuredOutputs": true, "supportsResponseFormat": true, "supportsReasoning": true, "supportsIncludeReasoning": true, "supportsSeed": false, "supportsStop": false, "latencyMs": null, "healthStatus": "not_probed", "evalSuite": "lite-agent-eval-v1", "evalSummary": { "suite": "lite-agent-eval-v1", "status": "cached_recent", "passed": 2, "total": 3, "updatedAt": "2026-11-03T03:17:12.639Z", "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": 300, "maxPoints": 300, "score": 1, "status": "passed", "details": { "command": "find . -name \"*.log\" -exec grep -l \"FATAL:\" {} \\;", "wroteCommandFile": true, "shellOnly": true, "recursiveSearch": true, "restrictsToLogFiles": true, "matchesFatalExactly": true, "printsEachFileOnce": true, "plausiblyExecutable": true } }, { "id": "babylonian_clock_lite", "source": "shir-man/custom", "points": 0, "maxPoints": 100, "score": 0, "status": "failed", "details": { "expected": "02:12:48", "received": "" } } ], "cachedFromUpdatedAt": "2026-11-03T03:17:12.639Z", "cacheAgeDays": 5, "cacheMultiplier": 0.5 }, "reason": "Tools, structured outputs, reasoning; lite eval 2/3", "instabilityPenalty": 0 }, { "rank": 5, "id": "xingchen-agi/xing4.0-29b-a4b:free", "name": "XingChen: Xing4.0 29B A4B (free)", "score": 770, "metadataScore": 600, "healthScore": 250, "latencyScore": 20, "liteEvalScore": 0, "contextLength": 262144, "maxCompletionTokens": 235929, "supportsTools": true, "supportsToolChoice": true, "supportsStructuredOutputs": true, "supportsResponseFormat": true, "supportsReasoning": true, "supportsIncludeReasoning": true, "supportsSeed": true, "supportsStop": true, "latencyMs": 6065, "healthStatus": "imperfect", "evalSuite": "lite-agent-eval-v1", "evalSummary": { "suite": "lite-agent-eval-v1", "status": "model_rate_limited", "passed": 0, "total": 1, "updatedAt": "2026-11-08T03:17:12.692Z", "tasks": [ { "id": "task_files_lite", "source": "pinchbench/task_files", "points": 0, "maxPoints": 350, "score": 0, "status": "model_rate_limited", "details": { "responseStatus": 429, "rateLimitKind": "model_or_provider_limit", "providerName": "Phala", "rateLimitLimit": null, "rateLimitRemaining": null, "rateLimitResetAt": null, "responsePreview": "{\"error\":{\"message\":\"Provider returned error\",\"code\":429,\"metadata\":{\"raw\":\"xingchen-agi/xing4.0-29b-a4b:free is temporarily rate-limited upstream. Please retry" } } ] }, "reason": "Tools, structured outputs, reasoning", "instabilityPenalty": 100 }, { "rank": 6, "id": "recursive/flint-v1.0:free", "name": "Recursive: Flint (free)", "score": 665, "metadataScore": 540, "healthScore": 100, "latencyScore": 25, "liteEvalScore": 0, "contextLength": 262144, "maxCompletionTokens": 235929, "supportsTools": true, "supportsToolChoice": false, "supportsStructuredOutputs": false, "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": "not_evaluated", "passed": 0, "total": 0, "updatedAt": null, "tasks": [] }, "reason": "Tools, reasoning, 262k context", "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." ] }