Compare · 2026-10-14

Claude Opus 4.7 vs GPT-5.4

As of Oct 14, 2026, Claude Opus 4.7 leads GPT-5.4 in 4 of 8 shared categories: General LLM, Reasoning, Coding › Web dev, and Long context.

CategoryClaude Opus 4.7GPT-5.4
General LLM
#5 · Near-SOTA · General LLM
Margin 3.401360544217681
LMArena leaderboard dataset · Oct 13, 2026
#28 · Was SOTA · General LLM
Margin 19.04761904761905
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#4 · Near-SOTA · Reasoning
Margin 3.4246575342465775
LMArena leaderboard dataset · Oct 13, 2026
#29 · #29 in Reasoning
Margin 20.54794520547945
LMArena leaderboard dataset · Oct 13, 2026
Math
#10 · #10 in Math
Margin 20
Epoch AI benchmarking hub · Apr 16, 2026
#9 · #9 in Math
Margin 17.777777777777757
Epoch AI benchmarking hub · Mar 5, 2026
Science
#34 · #34 in Science
Margin —
Epoch AI benchmarking hub · Apr 16, 2026
#16 · #16 in Science
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Apr 16, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Coding › Web dev
#32 · Was SOTA · Coding › Web dev
Margin 28.971962616822424
LMArena leaderboard dataset · Oct 13, 2026
#55 · #55 in Coding › Web dev
Margin 50.467289719626166
LMArena leaderboard dataset · Oct 13, 2026
Long context
#4 · Near-SOTA · Long context
Margin 2.7210884353741562
LMArena leaderboard dataset · Oct 13, 2026
#34 · #34 in Long context
Margin 23.12925170068027
LMArena leaderboard dataset · Oct 13, 2026
Vision
#20 · Was SOTA · Vision
Margin 55.26315789473684
Epoch AI benchmarking hub · Apr 16, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#12 · #12 in Factuality
Margin 9.701492537313428
LMArena leaderboard dataset · Oct 13, 2026
#6 · Was SOTA · Factuality
Margin 5.22388059701494
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#11 · #11 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 16, 2026
#10 · #10 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Price per 1M tokens

Claude Opus 4.7: $10 per 1M blended tokens.

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

Open weights

Claude Opus 4.7: closed weights.

GPT-5.4: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Opus 4.7 leads GPT-5.4 in General LLM at #5 against #28.

Reasoning: As of Oct 14, 2026, Claude Opus 4.7 leads GPT-5.4 in Reasoning at #4 against #29.

Math: As of Oct 14, 2026, GPT-5.4 leads Claude Opus 4.7 in Math at #9 against #10.

Science: As of Oct 14, 2026, GPT-5.4 leads Claude Opus 4.7 in Science at #16 against #34.

Coding › Web dev: As of Oct 14, 2026, Claude Opus 4.7 leads GPT-5.4 in Coding › Web dev at #32 against #55.

Long context: As of Oct 14, 2026, Claude Opus 4.7 leads GPT-5.4 in Long context at #4 against #34.

Factuality: As of Oct 14, 2026, GPT-5.4 leads Claude Opus 4.7 in Factuality at #6 against #12.

Abstraction (ARC): As of Oct 14, 2026, GPT-5.4 leads Claude Opus 4.7 in Abstraction (ARC) at #10 against #11.

Claude Opus 4.7 · GPT-5.4

Claude Opus 4.7 or GPT-5.4?

As of Oct 14, 2026, Claude Opus 4.7 leads GPT-5.4 in 4 of 8 shared categories: General LLM, Reasoning, Coding › Web dev, and Long context.

Claude Opus 4.7 or GPT-5.4 for General LLM?

As of Oct 14, 2026, Claude Opus 4.7 leads GPT-5.4 in General LLM at #5 against #28.

Claude Opus 4.7 or GPT-5.4 for Reasoning?

As of Oct 14, 2026, Claude Opus 4.7 leads GPT-5.4 in Reasoning at #4 against #29.

Claude Opus 4.7 or GPT-5.4 for Math?

As of Oct 14, 2026, GPT-5.4 leads Claude Opus 4.7 in Math at #9 against #10.