readable AI benchmarks (simplified)
OpenAI
GPT-5.1 (high)
GPT-5.1 (high) has a Quality Score of 45.4, ranking 130th among 551 scored models. Per 1M tokens, pricing is $1.25 input, $10.00 output, and $0.125 cached input. It accepts text and image input, outputs text, and has a 272k token context window. Its Reliability Score is 52.7, ranking 85th among 553 scored models, above average (total average: 35.6). Its Value Score is 30.6, around average compared with the total Value average of 30.7.
Quality Score45.4coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score30.6
Factual reliability52.7
Cache Discount90%
Model specification
- Reasoning
- reasoning
- Input modalities
- text, image
- Output modalities
- text
- Context window
- 272k tokens
- Weights
- closed weights
Token prices USD per 1M tokens
- Input
- $1.25
- Output
- $10.00
- Cached Input
- $0.125
- Cache write
- not available
- Cost per task
- not available
Capability
- Intelligence
- 24.7
- Coding
- not available
- Agentic
- not available
- Omniscience
- 5.4
- Correct
- 37.7%
- Blended price
- $1.34
Answer outcomes
Fully graded outcomes (Correct + Incorrect): 70.0%
Correct 37.7%Incorrect 32.3%Partial / not attempted 30.0%
Artificial Analysis benchmarks
- GDPval-AA v2
- 16%
- τ³-Banking
- 16%
- Humanity’s Last Exam
- 28%
- GPQA Diamond
- 87%
- CritPt
- 5%
- AA-Omniscience
- 53%
- AA-LCR
- 80%
Similar models
- GPT-5.2 (medium)OpenAIQuality Score 45.5Value Score 29.5
- GPT-5.5 Instant (June 2026)OpenAIQuality Score 45.9Value Score 27.0
- GPT-5.5 Instant (May 2026)OpenAIQuality Score 45.2Value Score 26.6
- GPT-5.6 Terra (low)OpenAIQuality Score 44.4Value Score 29.1
- GPT-5 Codex (high)OpenAIQuality Score 42.3Value Score 28.5
- GPT-5.2 Codex (xhigh)OpenAIQuality Score 46.4Value Score 30.1