GPT-4.1 Reasoning on TruthfulQA: score, rank and what it means
GPT-4.1 Reasoning scores 84.3 on TruthfulQA, placing it #79 of 600 models in the index. The benchmark average is 73.6 and the leader is GPT-5.1 Max at 91.1.
Score distribution
The chart shows the top 10 models on TruthfulQA, with GPT-4.1 Reasoning highlighted. Longer bars mean higher scores.
Top 10 leaderboard
| # | Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|---|
| 1 | GPT-5.1 Max | OpenAI | 2000000 | $20.50 | 87.9 |
| 2 | Gemini 3 Pro Reasoning | Google DeepMind | 200000 | $19.69 | 87.5 |
| 3 | GPT-5.1 Reasoning | OpenAI | 400000 | $20.27 | 88.3 |
| 4 | GPT-5.2 Pro | OpenAI | 2000000 | $21.32 | 89.6 |
| 5 | GPT-5.2 | OpenAI | 2000000 | $19.71 | 88.0 |
| 6 | Gemini 3 Pro Max | Google DeepMind | 2000000 | $20.57 | 87.9 |
| 7 | Grok 4 Reasoning | xAI | 2000000 | $19.67 | 87.8 |
| 8 | Qwen3-Max Max | Alibaba Cloud | 400000 | $18.53 | 85.9 |
| 9 | GPT-5.1 | OpenAI | 2000000 | $19.01 | 86.0 |
| 10 | GPT-5.1 Turbo | OpenAI | 2000000 | $19.19 | 86.1 |
What this score means
On TruthfulQA, GPT-4.1 Reasoning sits at #79 of 600. The leader, GPT-5.1 Max, scores 91.1, so the gap to the top is 6.8 points. The median model in this index scores 76.3, which puts GPT-4.1 Reasoning above the midpoint.
OpenAI models average 85.0 on this benchmark. GPT-4.1 Reasoning is 0.7 points below that provider line, so it is a weaker result than the average OpenAI model.
Among frontier models, the average is 86.9. GPT-4.1 Reasoning is 2.6 points below that group. This is the more useful comparison if you are shortlisting within the same tier rather than across the whole index.
Read a 84.3 as a relative signal, not an absolute guarantee. Benchmark scores depend on prompt format, evaluation harness and contamination controls. Use this page to narrow the shortlist, then test the model on your own data.
Price context
At $16.97 per million input tokens, GPT-4.1 Reasoning is above the median input price of $4.00 across the 600 models scored on TruthfulQA. The models immediately around it in the ranking are shown below so you can compare score and price together.
| Model | Provider | Context | Input / 1M | Avg score |
|---|---|---|---|---|
| Doubao 1.5 Pro Max | ByteDance | 400000 | $14.93 | 81.2 |
| GPT-4.1 Vision | OpenAI | 1000000 | $14.88 | 82.0 |
| Sonar Pro Reasoning | Perplexity | 128000 | $13.94 | 80.5 |
| DeepSeek-V3.2 Instruct | DeepSeek | 128000 | $5.91 | 83.7 |
| GPT-4.1 Reasoning | OpenAI | 1000000 | $16.97 | 83.8 |
| Kimi K1.5 Instruct | Moonshot AI | 200000 | $5.15 | 80.5 |
| Claude Haiku 4.5 Pro | Anthropic | 1000000 | $15.07 | 80.8 |
Other benchmarks for GPT-4.1 Reasoning
| Benchmark | Score | Rank | Percentile | Relative |
|---|---|---|---|---|
| MMLU-Pro | 87.3 | 27 | 96th | |
| GPQA Diamond | 77.8 | 90 | 85th | |
| SWE-bench Verified | 73.1 | 63 | 90th | |
| HumanEval | 88.8 | 60 | 90th | |
| MATH-500 | 89.1 | 57 | 91th | |
| AIME 2025 | 82.1 | 64 | 89th | |
| LiveCodeBench | 80.5 | 39 | 94th | |
| IFEval | 91.6 | 42 | 93th | |
| HellaSwag | 89.4 | 103 | 83th | |
| MMMU | 77.5 | 105 | 83th | |
| Arena Elo | 1466.7 | 41 | 93th |
FAQ
What score does GPT-4.1 Reasoning get on TruthfulQA?
GPT-4.1 Reasoning scores 84.3 on TruthfulQA in this index. The benchmark average is 73.6 and the top score is 91.1.
How does GPT-4.1 Reasoning rank on TruthfulQA?
It ranks #79 of 600 models, in the 87th percentile. The leader is GPT-5.1 Max at 91.1.
Is GPT-4.1 Reasoning good at TruthfulQA?
Yes, relative to the index: it is above the median and inside the top half of scores. The result should be read alongside its price and context window.
How is the TruthfulQA score calculated?
TruthfulQA is a safety benchmark. Scores in this index are modelled estimates on a 0–100 scale (or Elo for Arena), derived from capability tier and benchmark difficulty. They are not official leaderboard results.
What does GPT-4.1 Reasoning cost?
GPT-4.1 Reasoning costs $16.97 per million input tokens and $82.05 per million output tokens.