readable AI benchmarks (simplified)
OpenAI
GPT-5.4 nano (Non-reasoning)
GPT-5.4 nano (Non-reasoning) has a Quality Score of 21.5, ranking 196th among 238 scored models. Per 1M tokens, pricing is $0.200 input, $1.25 output, and $0.020 cached input. It has a 400k token context window. Its Reliability Score is 31.3, ranking 196th among 245 scored models, below average (total average: 46.4). Its Value Score is 18.3, low compared with the total Value average of 28.3.
Quality Score21.5coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score18.3
Factual reliability31.3
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
- $0.200
- Output
- $1.25
- Cached Input
- $0.020
- Cache write
- not available
- Cost per task
- not available
Capability
- Intelligence
- 11.7
- Omniscience (native net)
- -37.5
- Correct
- 14.9%
- Blended price
- $0.179
Answer outcomes
Fully graded outcomes (Correct + Incorrect): 67.3%
Correct 14.9%Incorrect 52.4%Partial / not attempted 32.7%
Artificial Analysis benchmarks legacy records
- Humanity’s Last Exam
- 4%
- GPQA Diamond
- 56%
- CritPt
- 0%
- AA-LCR
- 30%
Similar models
- GPT-5 (Minimal)OpenAIQuality Score 22.3Value Score 15.0
- GPT-5.1 (Non-reasoning)OpenAIQuality Score 23.0Value Score 15.6
- GPT-5.4 mini (Non-reasoning)OpenAIQuality Score 19.2Value Score 14.2
- GPT-6 Luna (Non-reasoning)OpenAIQuality Score 23.3Value Score 21.3
- GPT-5 mini (Minimal)OpenAIQuality Score 16.7Value Score 13.6
- GPT-5.6 Luna (Non-reasoning)OpenAIQuality Score 26.5Value Score 22.7