Compare · 2026-10-14

GPT-5.4 Pro vs O1

As of Oct 14, 2026, GPT-5.4 Pro leads O1 in 3 of 3 shared categories: Math, Science, and Abstraction (ARC).

CategoryGPT-5.4 ProO1
General LLM—
#112 · Was SOTA · General LLM
Margin 76.19047619047619
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
#117 · Was SOTA · Reasoning
Margin 80.82191780821918
LMArena leaderboard dataset · Oct 13, 2026
Math
#6 · Was SOTA · Math
Margin 11.111111111111114
Epoch AI benchmarking hub · Mar 5, 2026
#34 · #34 in Math
Margin 75.55555555555556
Epoch AI benchmarking hub · Dec 17, 2024
Science
#6 · #6 in Science
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
#77 · #77 in Science
Margin —
Epoch AI benchmarking hub · Dec 17, 2024
Coding—
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Long context—
#108 · Was SOTA · Long context
Margin 73.46938775510205
LMArena leaderboard dataset · Oct 13, 2026
Vision—
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Dec 17, 2024
Abstraction (ARC)
#8 · #8 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
#57 · #57 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Dec 17, 2024
Price per 1M tokens

GPT-5.4 Pro: $67.5 per 1M blended tokens.

O1: $26.25 per 1M blended tokens.

Open weights

GPT-5.4 Pro: closed weights.

O1: closed weights.

Which to pick

Math: As of Oct 14, 2026, GPT-5.4 Pro leads O1 in Math at #6 against #34.

Science: As of Oct 14, 2026, GPT-5.4 Pro leads O1 in Science at #6 against #77.

Abstraction (ARC): As of Oct 14, 2026, GPT-5.4 Pro leads O1 in Abstraction (ARC) at #8 against #57.

GPT-5.4 Pro · O1

GPT-5.4 Pro or O1?

As of Oct 14, 2026, GPT-5.4 Pro leads O1 in 3 of 3 shared categories: Math, Science, and Abstraction (ARC).

GPT-5.4 Pro or O1 for Math?

As of Oct 14, 2026, GPT-5.4 Pro leads O1 in Math at #6 against #34.

GPT-5.4 Pro or O1 for Science?

As of Oct 14, 2026, GPT-5.4 Pro leads O1 in Science at #6 against #77.

GPT-5.4 Pro or O1 for Abstraction (ARC)?

As of Oct 14, 2026, GPT-5.4 Pro leads O1 in Abstraction (ARC) at #8 against #57.