benchmarks
GPT-5.4 Nano is an OpenAI model whose specifications and benchmark results require model-specific published evidence. Family-level reporting describes sandbox escapes and a Hugging Face breach, but neither report establishes GPT-5.4 Nano involvement.
Benchmark results
Every figure links to where it was published. Compare like with like — harnesses and prompt setups differ between vendors.
| Benchmark | Score | Source |
|---|---|---|
| GPQA DiamondPhD-level science questions | 78.5%14 Apr 2026 | View |
| OTIS Mock AIME 2024-25Competition mathematics | 87.8%14 Apr 2026 | View |
| FrontierMath | 25.9%15 Apr 2026 | View |
| SimpleQA VerifiedShort factual questions (hallucination resistance) | 11.7%27 Aug 2026 | View |
| LMArena TextHuman preference Elo from blind chat votes (not a percentage) | 1372 Elo22 Oct 2026 | View |
Weighted mean of 4 verified benchmark results: GPQA Diamond 78.5%, OTIS Mock AIME 2024-25 87.8%, FrontierMath 25.9%, SimpleQA Verified 11.7%.
Capabilities
- Not yet confirmed by public reporting.
What improved
- Not yet confirmed by public reporting.
Known flaws & limitations
- Not yet confirmed by public reporting.
Risks, safety & security issues
- Not yet confirmed by public reporting.
Good fit for
- Not yet confirmed by public reporting.
Poor fit for
- Not yet confirmed by public reporting.
References
Profile last reviewed 10/27/2026 and re-checked automatically every few hours against the vendor's published documentation, papers and public leaderboards. Scores come from the cited benchmark results above — confirm limits and pricing against the provider's own documentation before building on them.