Compare · 2026-10-14
GPT-5.4 vs O1 Pro
As of Oct 14, 2026, GPT-5.4 leads O1 Pro in 2 of 2 shared categories: Math and Abstraction (ARC).
O
GPT-5.4
It used to be. Was SOTA in General LLM.
O
O1 Pro
#32 Best current rank: #32 in Math, as of Oct 14, 2026.
| Category | GPT-5.4 | O1 Pro |
|---|---|---|
| General LLM | #28 · Was SOTA · General LLM Margin 19.04761904761905 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Reasoning | #29 · #29 in Reasoning Margin 20.54794520547945 LMArena leaderboard dataset · Oct 13, 2026 | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 19, 2025 |
| Math | #9 · #9 in Math Margin 17.777777777777757 Epoch AI benchmarking hub · Mar 5, 2026 | #32 · #32 in Math Margin 71.11111111111111 Epoch AI benchmarking hub · Mar 19, 2025 |
| Science | #16 · #16 in Science Margin — Epoch AI benchmarking hub · Mar 5, 2026 | — |
| Coding | #— · Not enough data Margin — Epoch AI benchmarking hub · Mar 5, 2026 | — |
| Coding › Web dev | #55 · #55 in Coding › Web dev Margin 50.467289719626166 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Long context | #34 · #34 in Long context Margin 23.12925170068027 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Vision | #— · Not enough data Margin — LMArena leaderboard dataset · Oct 9, 2026 | — |
| Factuality | #6 · Was SOTA · Factuality Margin 5.22388059701494 LMArena leaderboard dataset · Oct 13, 2026 | — |
| Abstraction (ARC) | #10 · #10 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 5, 2026 | #68 · #68 in Abstraction (ARC) Margin — Epoch AI benchmarking hub · Mar 19, 2025 |
Price per 1M tokens
GPT-5.4: $5.625 per 1M blended tokens.
O1 Pro: $262.5 per 1M blended tokens.
Open weights
GPT-5.4: closed weights.
O1 Pro: closed weights.
Which to pick
Math: As of Oct 14, 2026, GPT-5.4 leads O1 Pro in Math at #9 against #32.
Abstraction (ARC): As of Oct 14, 2026, GPT-5.4 leads O1 Pro in Abstraction (ARC) at #10 against #68.
GPT-5.4 or O1 Pro?
As of Oct 14, 2026, GPT-5.4 leads O1 Pro in 2 of 2 shared categories: Math and Abstraction (ARC).
GPT-5.4 or O1 Pro for Math?
As of Oct 14, 2026, GPT-5.4 leads O1 Pro in Math at #9 against #32.
GPT-5.4 or O1 Pro for Abstraction (ARC)?
As of Oct 14, 2026, GPT-5.4 leads O1 Pro in Abstraction (ARC) at #10 against #68.