readable AI benchmarks (simplified)
OpenAI
GPT-5.1 (Non-reasoning)
GPT-5.1 (Non-reasoning) has a Quality Score of 23.0, ranking 189th among 238 scored models. Per 1M tokens, pricing is $1.25 input, $10.00 output, and $0.125 cached input. It has a 400k token context window. Its Reliability Score is 32.8, ranking 191st among 245 scored models, below average (total average: 46.4). Its Value Score is 15.6, low compared with the total Value average of 28.3.
Quality Score23.0coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score15.6
Factual reliability32.8
Cache Discount90%
Model specification
- Reasoning
- non-reasoning
- Input modalities
- none
- Output modalities
- none
- Context window
- 400k 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
- 13.3
- Omniscience (native net)
- -34.5
- Correct
- 29.5%
- Blended price
- $1.34
Answer outcomes
Fully graded outcomes (Correct + Incorrect): 93.4%
Correct 29.5%Incorrect 63.9%Partial / not attempted 6.6%
Artificial Analysis benchmarks legacy records
- Humanity’s Last Exam
- 5%
- GPQA Diamond
- 64%
- CritPt
- 0%
- AA-LCR
- 45%
Similar models
- GPT-5 (Minimal)OpenAIQuality Score 22.3Value Score 15.0
- GPT-5.4 nano (Non-reasoning)OpenAIQuality Score 21.5Value Score 18.3
- GPT-6 Luna (Non-reasoning)OpenAIQuality Score 23.3Value Score 21.3
- GPT-5.6 Luna (Non-reasoning)OpenAIQuality Score 26.5Value Score 22.7
- GPT-5.4 mini (Non-reasoning)OpenAIQuality Score 19.2Value Score 14.2
- GPT-5 mini (Minimal)OpenAIQuality Score 16.7Value Score 13.6