Compare · 2026-10-15

Claude Opus 4 vs GPT-5.4

As of Oct 15, 2026, Claude Opus 4 leads GPT-5.4 in 0 of 6 shared categories.

CategoryClaude Opus 4GPT-5.4
General LLM
#102 · #102 in General LLM
Margin 69.38775510204081
LMArena leaderboard dataset · Oct 13, 2026
#28 · Was SOTA · General LLM
Margin 19.04761904761905
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#97 · Was SOTA · Reasoning
Margin 67.12328767123287
LMArena leaderboard dataset · Oct 13, 2026
#29 · #29 in Reasoning
Margin 20.54794520547945
LMArena leaderboard dataset · Oct 13, 2026
Math
#29 · #29 in Math
Margin 62.22222222222222
Epoch AI benchmarking hub · May 22, 2025
#9 · #9 in Math
Margin 17.777777777777757
Epoch AI benchmarking hub · Mar 5, 2026
Science
#91 · #91 in Science
Margin —
Epoch AI benchmarking hub · May 22, 2025
#16 · #16 in Science
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Coding
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Coding › Web dev—
#55 · #55 in Coding › Web dev
Margin 50.467289719626166
LMArena leaderboard dataset · Oct 13, 2026
Long context
#70 · #70 in Long context
Margin 47.61904761904762
LMArena leaderboard dataset · Oct 13, 2026
#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
#— · 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)
#69 · #69 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · May 22, 2025
#10 · #10 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Price per 1M tokens

Claude Opus 4: price per 1M tokens is unset in the catalog.

GPT-5.4: $5.625 per 1M blended tokens.

Open weights

Claude Opus 4: closed weights.

GPT-5.4: closed weights.

Which to pick

General LLM: As of Oct 15, 2026, GPT-5.4 leads Claude Opus 4 in General LLM at #28 against #102.

Reasoning: As of Oct 15, 2026, GPT-5.4 leads Claude Opus 4 in Reasoning at #29 against #97.

Math: As of Oct 15, 2026, GPT-5.4 leads Claude Opus 4 in Math at #9 against #29.

Science: As of Oct 15, 2026, GPT-5.4 leads Claude Opus 4 in Science at #16 against #91.

Long context: As of Oct 15, 2026, GPT-5.4 leads Claude Opus 4 in Long context at #34 against #70.

Abstraction (ARC): As of Oct 15, 2026, GPT-5.4 leads Claude Opus 4 in Abstraction (ARC) at #10 against #69.

Claude Opus 4 · GPT-5.4

Claude Opus 4 or GPT-5.4?

As of Oct 15, 2026, Claude Opus 4 leads GPT-5.4 in 0 of 6 shared categories.

Claude Opus 4 or GPT-5.4 for General LLM?

As of Oct 15, 2026, GPT-5.4 leads Claude Opus 4 in General LLM at #28 against #102.

Claude Opus 4 or GPT-5.4 for Reasoning?

As of Oct 15, 2026, GPT-5.4 leads Claude Opus 4 in Reasoning at #29 against #97.

Claude Opus 4 or GPT-5.4 for Math?

As of Oct 15, 2026, GPT-5.4 leads Claude Opus 4 in Math at #9 against #29.