Compare · 2026-10-14

Claude Opus 5 vs GPT-5.4

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in 7 of 7 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).

CategoryClaude Opus 5GPT-5.4
General LLM
#11 · Was SOTA · General LLM
Margin 7.482993197278915
LMArena leaderboard dataset · Oct 13, 2026
#28 · Was SOTA · General LLM
Margin 19.04761904761905
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#9 · Was SOTA · Reasoning
Margin 6.849315068493155
LMArena leaderboard dataset · Oct 13, 2026
#29 · #29 in Reasoning
Margin 20.54794520547945
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#9 · #9 in Math
Margin 17.777777777777757
Epoch AI benchmarking hub · Mar 5, 2026
Science
#12 · #12 in Science
Margin —
Epoch AI benchmarking hub · Jul 24, 2026
#16 · #16 in Science
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Coding
#4 · #4 in Coding
Margin 22.727272727272734
Terminal-Bench Harbor Hub · Oct 6, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Coding › Agentic
#4 · #4 in Coding › Agentic
Margin 22.727272727272734
Terminal-Bench Harbor Hub · Oct 6, 2026
—
Coding › Web dev
#6 · Was SOTA · Coding › Web dev
Margin 4.672897196261687
LMArena leaderboard dataset · Oct 13, 2026
#55 · #55 in Coding › Web dev
Margin 50.467289719626166
LMArena leaderboard dataset · Oct 13, 2026
Long context
#9 · Was SOTA · Long context
Margin 6.122448979591837
LMArena leaderboard dataset · Oct 13, 2026
#34 · #34 in Long context
Margin 23.12925170068027
LMArena leaderboard dataset · Oct 13, 2026
Vision
#12 · #12 in Vision
Margin 36.8421052631579
Epoch AI benchmarking hub · Jul 24, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 9, 2026
Factuality
#4 · Near-SOTA · Factuality
Margin 3.731343283582092
LMArena leaderboard dataset · Oct 13, 2026
#6 · Was SOTA · Factuality
Margin 5.22388059701494
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#3 · #3 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Jul 24, 2026
#10 · #10 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Mar 5, 2026
Price per 1M tokens

Claude Opus 5: $10 per 1M blended tokens.

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

Open weights

Claude Opus 5: closed weights.

GPT-5.4: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in General LLM at #11 against #28.

Reasoning: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in Reasoning at #9 against #29.

Science: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in Science at #12 against #16.

Coding › Web dev: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in Coding › Web dev at #6 against #55.

Long context: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in Long context at #9 against #34.

Factuality: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in Factuality at #4 against #6.

Abstraction (ARC): As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in Abstraction (ARC) at #3 against #10.

Claude Opus 5 · GPT-5.4

Claude Opus 5 or GPT-5.4?

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in 7 of 7 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).

Claude Opus 5 or GPT-5.4 for General LLM?

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in General LLM at #11 against #28.

Claude Opus 5 or GPT-5.4 for Reasoning?

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in Reasoning at #9 against #29.

Claude Opus 5 or GPT-5.4 for Science?

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.4 in Science at #12 against #16.