{ "protocolVersion": "osai-bench/1.3", "clientVersion": "0.10.0", "scoringVersion": "osai-bench-derive/1.3", "createdAt": "2026-08-01T06:16:50.297Z", "qualityOverride": false, "cohortEligible": true, "qualityConditions": [], "runtime": { "name": "ollama", "version": "0.32.5", "endpoint": "loopback", "layerAssignment": null, "offloadPlacement": { "source": "ollama.ps.size_vram", "granularity": "bytes", "residentBytes": 5578204118, "vramResidentBytes": 5578204118, "hostResidentBytes": 0, "vramResidentFraction": 1 }, "kvCacheMetadata": { "source": "ollama.show.model_info", "architecture": "qwen3", "blockCount": 36, "kvHeadCount": 8, "attentionHeadCount": 32, "embeddingLength": 4096, "headDimension": 128, "resolvedElementType": null, "projectedBytes": null, "calculationAvailable": false, "missingInputs": [ "resolvedKvCacheElementType" ] }, "environment": { "source": "client-process-env", "authoritative": false, "note": "Read from the benchmark client's own process environment. The Ollama server may have been started with a different environment; Ollama exposes no endpoint reporting its resolved configuration.", "declared": { "OLLAMA_KV_CACHE_TYPE": null, "OLLAMA_FLASH_ATTENTION": null, "OLLAMA_CONTEXT_LENGTH": null, "OLLAMA_NUM_PARALLEL": null, "OLLAMA_GPU_OVERHEAD": null, "OLLAMA_SCHED_SPREAD": null, "OLLAMA_LLM_LIBRARY": null, "LLAMA_ARG_FIT": null, "LLAMA_ARG_FIT_TARGET": null, "OLLAMA_MAX_LOADED_MODELS": null, "OLLAMA_KEEP_ALIVE": null, "OLLAMA_DEBUG": null, "OLLAMA_MODELS": false, "OLLAMA_HOST": false }, "declaredNonDefault": [] } }, "model": { "identifier": "qwen3:8b", "digest": "500a1f067a9f782620b40bee6f7b0c89e17ae61f686b92c24933e4ca4b2b8b41", "family": "qwen3", "parameterSize": "8.2B", "quantization": "Q4_K_M", "weightsBytes": 5225388164, "weightsSource": "ollama.tags.size" }, "system": { "cpu": { "model": "12th Gen Intel(R) Core(TM) i9-12900K" }, "gpu": { "present": true, "model": "NVIDIA GeForce RTX 3080", "totalVramBytes": 10737418240, "freeVramBytesAtCheck": 10326376448, "freeVramBytesAtLoad": 5009047552, "utilizationPercentAtCheck": 0, "driverVersion": "595.71.05", "provider": "nvidia-smi" }, "memory": { "totalBytes": 32817025024 }, "os": { "platform": "linux", "version": "Ubuntu 26.04 LTS", "architecture": "x64" }, "power": { "present": false, "onBattery": false } }, "configuration": { "memoryBandwidthGBps": 760, "memoryBandwidthSource": "manufacturer-table", "memoryBandwidthTableVersion": "osai-gpu-memory-bandwidth/2", "memoryBandwidthEntryId": "nvidia-geforce-rtx-3080-10gb", "fixedOptions": { "temperature": 0, "seed": 42, "stream": true }, "workloads": { "w1": { "numPredict": 1, "numCtx": 512, "keepAlive": "5m", "promptTokenRange": null, "warmups": 0, "repetitions": 1, "varyPromptPerCall": false }, "w2": { "numPredict": 128, "numCtx": 4096, "keepAlive": "5m", "promptTokenRange": { "min": 20, "max": 64 }, "warmups": 1, "repetitions": 5, "varyPromptPerCall": false }, "w3": { "numPredict": 1, "numCtx": 4096, "keepAlive": "5m", "promptTokenRange": { "min": 2000, "max": 4095 }, "warmups": 1, "repetitions": 5, "varyPromptPerCall": true }, "w4": { "numPredict": 512, "numCtx": 4096, "keepAlive": "5m", "promptTokenRange": { "min": 20, "max": 64 }, "warmups": 1, "repetitions": 5, "varyPromptPerCall": false } }, "resolved": { "fixedOptions": { "temperature": 0, "seed": 42, "stream": true }, "workloads": { "w1": { "numPredict": 1, "numCtx": 512, "keepAlive": "5m" }, "w2": { "numPredict": 128, "numCtx": 4096, "keepAlive": "5m" }, "w3": { "numPredict": 1, "numCtx": 4096, "keepAlive": "5m" }, "w4": { "numPredict": 512, "numCtx": 4096, "keepAlive": "5m" } }, "runtimeModelParameters": "top_k 20\ntop_p 0.95\nrepeat_penalty 1\nstop \"<|im_start|>\"\nstop \"<|im_end|>\"\ntemperature 0.6", "unresolvedRuntimeDefaults": true } }, "rawMeasurements": { "workloads": { "w1": { "warmup": null, "measuredPasses": [ { "index": 1, "valid": true, "attempts": [ { "measurement": { "total_duration": 3480401759, "load_duration": 2125422855, "prompt_eval_count": 15, "prompt_eval_duration": 1352478000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 3480401759, "load_duration": 2125422855, "prompt_eval_count": 15, "prompt_eval_duration": 1352478000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "failed": false }, "w2": { "warmup": { "total_duration": 4240861698, "load_duration": 2797957470, "prompt_eval_count": 49, "prompt_eval_duration": 322980000, "eval_count": 128, "eval_duration": 1116757000, "timeToFirstTokenMs": 3163.4747639999987 }, "measuredPasses": [ { "index": 1, "valid": true, "attempts": [ { "measurement": { "total_duration": 1247102934, "load_duration": 127342652, "prompt_eval_count": 49, "prompt_eval_duration": 8766000, "eval_count": 128, "eval_duration": 1097706000, "timeToFirstTokenMs": 166.2250899999999 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 1247102934, "load_duration": 127342652, "prompt_eval_count": 49, "prompt_eval_duration": 8766000, "eval_count": 128, "eval_duration": 1097706000, "timeToFirstTokenMs": 166.2250899999999 }, "validity": { "valid": true, "reasons": [] } }, { "index": 2, "valid": true, "attempts": [ { "measurement": { "total_duration": 1248011982, "load_duration": 128418556, "prompt_eval_count": 49, "prompt_eval_duration": 8760000, "eval_count": 128, "eval_duration": 1097710000, "timeToFirstTokenMs": 167.4730180000006 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 1248011982, "load_duration": 128418556, "prompt_eval_count": 49, "prompt_eval_duration": 8760000, "eval_count": 128, "eval_duration": 1097710000, "timeToFirstTokenMs": 167.4730180000006 }, "validity": { "valid": true, "reasons": [] } }, { "index": 3, "valid": true, "attempts": [ { "measurement": { "total_duration": 1241745766, "load_duration": 131444371, "prompt_eval_count": 49, "prompt_eval_duration": 8822000, "eval_count": 128, "eval_duration": 1099479000, "timeToFirstTokenMs": 159.16155400000207 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 1241745766, "load_duration": 131444371, "prompt_eval_count": 49, "prompt_eval_duration": 8822000, "eval_count": 128, "eval_duration": 1099479000, "timeToFirstTokenMs": 159.16155400000207 }, "validity": { "valid": true, "reasons": [] } }, { "index": 4, "valid": true, "attempts": [ { "measurement": { "total_duration": 1253568049, "load_duration": 142244389, "prompt_eval_count": 49, "prompt_eval_duration": 8955000, "eval_count": 128, "eval_duration": 1099502000, "timeToFirstTokenMs": 171.66795900000216 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 1253568049, "load_duration": 142244389, "prompt_eval_count": 49, "prompt_eval_duration": 8955000, "eval_count": 128, "eval_duration": 1099502000, "timeToFirstTokenMs": 171.66795900000216 }, "validity": { "valid": true, "reasons": [] } }, { "index": 5, "valid": true, "attempts": [ { "measurement": { "total_duration": 1249896963, "load_duration": 136521458, "prompt_eval_count": 49, "prompt_eval_duration": 9065000, "eval_count": 128, "eval_duration": 1101215000, "timeToFirstTokenMs": 166.1939620000012 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 1249896963, "load_duration": 136521458, "prompt_eval_count": 49, "prompt_eval_duration": 9065000, "eval_count": 128, "eval_duration": 1101215000, "timeToFirstTokenMs": 166.1939620000012 }, "validity": { "valid": true, "reasons": [] } } ], "failed": false }, "w3": { "warmup": { "total_duration": 821108320, "load_duration": 146842742, "prompt_eval_count": 2796, "prompt_eval_duration": 645787000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "measuredPasses": [ { "index": 1, "valid": true, "attempts": [ { "measurement": { "total_duration": 967477425, "load_duration": 127538620, "prompt_eval_count": 2796, "prompt_eval_duration": 638243000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 967477425, "load_duration": 127538620, "prompt_eval_count": 2796, "prompt_eval_duration": 638243000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } }, { "index": 2, "valid": true, "attempts": [ { "measurement": { "total_duration": 975918653, "load_duration": 122401189, "prompt_eval_count": 2796, "prompt_eval_duration": 638620000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 975918653, "load_duration": 122401189, "prompt_eval_count": 2796, "prompt_eval_duration": 638620000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } }, { "index": 3, "valid": true, "attempts": [ { "measurement": { "total_duration": 1000606409, "load_duration": 129170737, "prompt_eval_count": 2796, "prompt_eval_duration": 638956000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 1000606409, "load_duration": 129170737, "prompt_eval_count": 2796, "prompt_eval_duration": 638956000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } }, { "index": 4, "valid": true, "attempts": [ { "measurement": { "total_duration": 1030964951, "load_duration": 156374609, "prompt_eval_count": 2796, "prompt_eval_duration": 638795000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 1030964951, "load_duration": 156374609, "prompt_eval_count": 2796, "prompt_eval_duration": 638795000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } }, { "index": 5, "valid": true, "attempts": [ { "measurement": { "total_duration": 982318962, "load_duration": 138615831, "prompt_eval_count": 2796, "prompt_eval_duration": 638930000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 982318962, "load_duration": 138615831, "prompt_eval_count": 2796, "prompt_eval_duration": 638930000, "eval_count": 1, "eval_duration": 1000, "timeToFirstTokenMs": null }, "validity": { "valid": true, "reasons": [] } } ], "failed": false }, "w4": { "warmup": { "total_duration": 4780657381, "load_duration": 137270923, "prompt_eval_count": 49, "prompt_eval_duration": 9781000, "eval_count": 512, "eval_duration": 4451375000, "timeToFirstTokenMs": 347.5709429999988 }, "measuredPasses": [ { "index": 1, "valid": true, "attempts": [ { "measurement": { "total_duration": 4646746832, "load_duration": 126812194, "prompt_eval_count": 49, "prompt_eval_duration": 9955000, "eval_count": 512, "eval_duration": 4463753000, "timeToFirstTokenMs": 201.44622600000002 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4646746832, "load_duration": 126812194, "prompt_eval_count": 49, "prompt_eval_duration": 9955000, "eval_count": 512, "eval_duration": 4463753000, "timeToFirstTokenMs": 201.44622600000002 }, "validity": { "valid": true, "reasons": [] } }, { "index": 2, "valid": true, "attempts": [ { "measurement": { "total_duration": 4608170940, "load_duration": 121306546, "prompt_eval_count": 49, "prompt_eval_duration": 9919000, "eval_count": 512, "eval_duration": 4474711000, "timeToFirstTokenMs": 151.66946499999904 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4608170940, "load_duration": 121306546, "prompt_eval_count": 49, "prompt_eval_duration": 9919000, "eval_count": 512, "eval_duration": 4474711000, "timeToFirstTokenMs": 151.66946499999904 }, "validity": { "valid": true, "reasons": [] } }, { "index": 3, "valid": true, "attempts": [ { "measurement": { "total_duration": 4619565050, "load_duration": 139261335, "prompt_eval_count": 49, "prompt_eval_duration": 10005000, "eval_count": 512, "eval_duration": 4468571000, "timeToFirstTokenMs": 169.41557699999976 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4619565050, "load_duration": 139261335, "prompt_eval_count": 49, "prompt_eval_duration": 10005000, "eval_count": 512, "eval_duration": 4468571000, "timeToFirstTokenMs": 169.41557699999976 }, "validity": { "valid": true, "reasons": [] } }, { "index": 4, "valid": true, "attempts": [ { "measurement": { "total_duration": 4611703019, "load_duration": 131164814, "prompt_eval_count": 49, "prompt_eval_duration": 10045000, "eval_count": 512, "eval_duration": 4468623000, "timeToFirstTokenMs": 161.49316700000054 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4611703019, "load_duration": 131164814, "prompt_eval_count": 49, "prompt_eval_duration": 10045000, "eval_count": 512, "eval_duration": 4468623000, "timeToFirstTokenMs": 161.49316700000054 }, "validity": { "valid": true, "reasons": [] } }, { "index": 5, "valid": true, "attempts": [ { "measurement": { "total_duration": 4630544782, "load_duration": 144313500, "prompt_eval_count": 49, "prompt_eval_duration": 10034000, "eval_count": 512, "eval_duration": 4474149000, "timeToFirstTokenMs": 174.93090600000141 }, "validity": { "valid": true, "reasons": [] } } ], "measurement": { "total_duration": 4630544782, "load_duration": 144313500, "prompt_eval_count": 49, "prompt_eval_duration": 10034000, "eval_count": 512, "eval_duration": 4474149000, "timeToFirstTokenMs": 174.93090600000141 }, "validity": { "valid": true, "reasons": [] } } ], "failed": false } } }, "derived": { "generationTokensPerSecond": { "median": 114.57668279467747, "coefficientOfVariation": 0.0010153344688716172, "samples": 5 }, "prefillTokensPerSecond": { "median": 4376.9910534678575, "coefficientOfVariation": 0.00045817824650618304, "samples": 5 }, "timeToFirstTokenMs": { "median": 166.2250899999999, "coefficientOfVariation": 0.02709224804644029, "samples": 5 }, "coldLoad": { "seconds": 2.125422855, "samples": 1 }, "passFailureRate": { "failedMeasuredPasses": 0, "totalMeasuredPasses": 16, "percent": 0 }, "attemptFailureRate": { "failedAttempts": 0, "totalAttempts": 16, "percent": 0 }, "roofline": { "modelWeightsGB": 5.225388164, "memoryBandwidthGBps": 760, "theoreticalMaxTokensPerSecond": 145.4437404738608, "utilization": 0.7877732133495923 }, "diagnostics": [ { "id": "partial-cpu-offload", "status": "not-detected", "message": "The whole resident footprint is on one side; no split between VRAM and host memory", "evidence": { "source": "ollama.ps.size_vram", "granularity": "bytes", "residentBytes": 5578204118, "vramResidentBytes": 5578204118, "hostResidentBytes": 0, "vramResidentFraction": 1 } }, { "id": "context-vram-headroom", "status": "unavailable", "message": "Ollama /api/show does not expose the resolved KV-cache element type actually in use, so v1.1 does not calculate or threshold projected KV-cache VRAM", "evidence": { "configuredContext": 4096, "availableArchitectureMetadata": { "source": "ollama.show.model_info", "architecture": "qwen3", "blockCount": 36, "kvHeadCount": 8, "attentionHeadCount": 32, "embeddingLength": 4096, "headDimension": 128, "resolvedElementType": null, "projectedBytes": null, "calculationAvailable": false, "missingInputs": [ "resolvedKvCacheElementType" ] }, "missingInput": "resolvedKvCacheElementType" } }, { "id": "cpu-only-with-gpu", "status": "not-detected", "message": "100% of the model's resident bytes are in VRAM", "evidence": { "source": "ollama.ps.size_vram", "granularity": "bytes", "residentBytes": 5578204118, "vramResidentBytes": 5578204118, "hostResidentBytes": 0, "vramResidentFraction": 1, "gpuModel": "NVIDIA GeForce RTX 3080" } }, { "id": "weights-exceed-vram", "status": "not-detected", "message": "Quantized on-disk model weight size does not exceed total VRAM", "evidence": { "weightsBytes": 5225388164, "totalVramBytes": 10737418240 } } ] } }