# GPT-5.1 Benchmark Scores & Performance > GPT-5.1 by OpenAI scores 57.21/100 overall, ranking #61 out of 954 AI models. Canonical page: https://benchlm.ai/models/gpt-5-1 Last updated: October 17, 2026 ## Model Details | Property | Value | |----------|-------| | Creator | OpenAI | | Source Type | Proprietary | | Reasoning Type | Reasoning | | Context Window | 200K | | Overall Score | 57.21/100 | | Overall Rank | #61 of 954 | ## Family & Coverage - Family: GPT-5.1 - Variant: base - Benchmarks covered: 18 of 639 - Coverage note: BenchLM currently has partial benchmark coverage for this model, so the overall score is conservative. ## Agentic Benchmarks | Benchmark | Score | Source | |-----------|-------|--------| | [τ²-bench results](/benchmarks/tau2-bench) | 81.9% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [Gert Labs](/benchmarks/gertlabs) | 41.24% | [Gert Labs rankings](https://gertlabs.com/rankings) | | [GDPval-AA](/benchmarks/gdpvalaanormalized) | 16.3% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [GDPval-AA](/benchmarks/gdpvalaa) | 930 | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | ## Coding Benchmarks | Benchmark | Score | Source | |-----------|-------|--------| | [Vibe Code Bench](/benchmarks/vibecodebench) | 24.61% | [Vals AI: Vibe Code Bench v1.1](https://www.vals.ai/benchmarks/vibe-code) | | [AA Coding Index](/benchmarks/aacodingindex) | 49.4% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | ## Multimodal & Grounded Benchmarks | Benchmark | Score | Source | |-----------|-------|--------| | [AA-MMMU-Pro](/benchmarks/mmmu-pro) | 75.5% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [Design Arena Website](/benchmarks/designarenawebsite) | 1188 | [OpenRouter model benchmarks](https://openrouter.ai/openai/gpt-5.1/benchmarks) | ## Reasoning Benchmarks | Benchmark | Score | Source | |-----------|-------|--------| | [AA-LCR](/benchmarks/lcr) | 80.0% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [CritPt](/benchmarks/critpt) | 4.9% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [ARC-AGI-1](/benchmarks/arcagi1) | 72.83% | [ARC Prize: GPT-5.1 (Thinking, High) verified results](https://arcprize.org/leaderboard) | ## Knowledge Benchmarks | Benchmark | Score | Source | |-----------|-------|--------| | [Artificial Analysis Intelligence Index](/benchmarks/artificialanalysis) | 24.7% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [AA-GPQA Diamond](/benchmarks/gpqa-diamond) | 87.3% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [AA-HLE](/benchmarks/aahle) | 28.5% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [AA-Omniscience Index](/benchmarks/aaomniscienceindex) | 5.4% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [AA-Omniscience Accuracy](/benchmarks/omniscienceaccuracy) | 37.7% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | | [AA-Omniscience Hallucination Rate](/benchmarks/omnisciencehallucinationrate) | 51.9% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | ## Instruction Following Benchmarks | Benchmark | Score | Source | |-----------|-------|--------| | [AA-IFBench](/benchmarks/ifbench) | 72.9% | [Artificial Analysis model benchmarks](https://artificialanalysis.ai/models/gpt-5-1) | ## Other OpenAI Models - [GPT-6.1 Sol](/models/gpt-6-1-sol) - Score: 84.07 - [GPT-6 Astra](/models/gpt-6-astra) - Score: 83.88 - [GPT-6 Sol](/models/gpt-6-sol) - Score: 78.48 - [GPT-5.6 Sol](/models/gpt-5-6-sol) - Score: 75.32 - [GPT-5.5 Pro](/models/gpt-5-5-pro) - Score: 73.37 - [GPT-5.6 Terra](/models/gpt-5-6-terra) - Score: 70.21 - [GPT-5.5](/models/gpt-5-5) - Score: 69.29 - [GPT-5.4 Pro](/models/gpt-5-4-pro) - Score: 68.6 - [GPT-5.4](/models/gpt-5-4) - Score: 66.7 - [GPT-6 Luna](/models/gpt-6-luna) - Score: 66.66 - [GPT-5.2 Pro](/models/gpt-5-2-pro) - Score: 66.65 - [GPT-5.6 Luna](/models/gpt-5-6-luna) - Score: 64.35 - [GPT-5.3 Codex](/models/gpt-5-3-codex) - Score: 60.48 - [GPT-5.2](/models/gpt-5-2) - Score: 59.86 - [GPT-5.2-Codex](/models/gpt-5-2-codex) - Score: 55.3 - [GPT-5.4 mini](/models/gpt-5-4-mini) - Score: 53.41 - [GPT-5.1-Codex](/models/gpt-5-1-codex) - Score: 50.37 - [GPT-5 mini](/models/gpt-5-mini) - Score: 48.39 - [GPT-5.4 nano](/models/gpt-5-4-nano) - Score: 46.86 - [GPT-5 (medium)](/models/gpt-5-medium) - Score: 45.99 - [o3](/models/o3) - Score: 45.44 - [o3-pro](/models/o3-pro) - Score: 45.38 - [o3-mini](/models/o3-mini) - Score: 39.56 - [o1](/models/o1) - Score: 38.38 - [GPT-4.1](/models/gpt-4-1) - Score: 37.6 - [GPT-5 nano](/models/gpt-5-nano) - Score: 37.37 - [GPT-OSS 120B](/models/gpt-oss-120b) - Score: 37.32 - [o1-preview](/models/o1-preview) - Score: 35.98 - [o1-pro](/models/o1-pro) - Score: 35.72 - [GPT-OSS 20B](/models/gpt-oss-20b) - Score: 33.32 - [GPT-4o](/models/gpt-4o) - Score: 29.92 - [GPT-4.1 mini](/models/gpt-4-1-mini) - Score: 29.27 - [GPT-4o mini](/models/gpt-4o-mini) - Score: 26.8 - [GPT-4.1 nano](/models/gpt-4-1-nano) - Score: 24.53 - [GPT-4 Turbo](/models/gpt-4-turbo) - Score: 21.54 - [GPT-4.5](/models/gpt-4-5) - Score: not computed - [GPT-5.1-Codex-Max](/models/gpt-5-1-codex-max) - Score: not computed - [o4-mini](/models/o4-mini) - Score: not computed - [o4-mini (high)](/models/o4-mini-high) - Score: not computed - [o1-mini](/models/o1-mini) - Score: not computed - [GPT-5.2 Instant](/models/gpt-5-2-instant) - Score: not computed - [GPT-5.3 Instant](/models/gpt-5-3-instant) - Score: not computed - [GPT-5 (high)](/models/gpt-5-high) - Score: not computed - [GPT-5.3-Codex-Spark](/models/gpt-5-3-codex-spark) - Score: not computed - [GPT-5.6 Luna (low)](/models/gpt-5-6-luna-low) - Score: not computed - [GPT-6 Luna (low)](/models/gpt-6-luna-low) - Score: not computed - [GPT-6 Luna (medium)](/models/gpt-6-luna-medium) - Score: not computed - [GPT-Live-1](/models/gpt-live-1) - Score: not computed - [GPT-5.6 Cyber](/models/gpt-5-6-cyber) - Score: not computed - [GPT Live Transcribe](/models/gpt-live-transcribe) - Score: not computed - [GPT Transcribe](/models/gpt-transcribe) - Score: not computed - [GPT Realtime 2.1](/models/gpt-realtime-2-1) - Score: not computed - [GPT Realtime 2.1 Mini](/models/gpt-realtime-2-1-mini) - Score: not computed - [GPT Audio 1.5](/models/gpt-audio-1-5) - Score: not computed - [GPT Realtime 1.5](/models/gpt-realtime-1-5) - Score: not computed - [GPT Realtime mini](/models/gpt-realtime-mini) - Score: not computed - [GPT Realtime](/models/gpt-realtime) - Score: not computed - [GPT-4o mini TTS](/models/gpt-4o-mini-tts) - Score: not computed - [GPT-4o mini Audio](/models/gpt-4o-mini-audio) - Score: not computed - [GPT-4o Audio](/models/gpt-4o-audio) - Score: not computed - [Whisper large-v3-turbo](/models/whisper-large-v3-turbo) - Score: not computed - [GPT Realtime 2](/models/gpt-realtime-2) - Score: not computed