GPT-5.4 Nano (High): benchmark results

GPT-5.4 Nano evaluated at the high reasoning-effort setting. Provider: OpenAI. Released 2026-03-17. Access: API.

Aggregate Rating 1667 ± 18, rank #467 of 2168 rated models, from 90 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Prim - Discovery41.76Discovery score (%): how well the model states the problem's81.8
InfiniteBM Heads-Up No-Limit Hold'em1282.53Arena Elo (elo)72.7
InfiniteBM Liar's Dice1304.64Arena Elo (elo)72.7
Chatbot Arena (Text - Math)1425Arena Score70.6
ALE-Bench1004.52Performance (Self-Refine x1) (imported)70
Chatbot Arena (Text - Mathematical)1432Arena Score69.3
FrontierMath - Tiers 1-325.86Accuracy (%, 290 problems)67.7
FWBench2.64Decision score S (lower is better; 0 is the hindsight-optima66.7
ReLE - Reasoning and Mathematics77.2Accuracy (%)66.7
Chatbot Arena (Text - Coding)1460Arena Score66.3
Chatbot Arena (Text - Software & IT Services)1450Arena Score66.3
ReLE - Agents and Tool Use63.1Accuracy (%)66.2

Interactive version: theaggregate.ai/model?slug=gpt-5-4-nano-high · How It Works · Data refreshed daily, snapshot 2026-10-20.