Compare · 2026-10-14

Claude Opus 5 vs GPT-5.1

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in 7 of 7 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).

CategoryClaude Opus 5GPT-5.1
General LLM
#11 · Was SOTA · General LLM
Margin 7.482993197278915
LMArena leaderboard dataset · Oct 13, 2026
#47 · #47 in General LLM
Margin 31.972789115646265
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#9 · Was SOTA · Reasoning
Margin 6.849315068493155
LMArena leaderboard dataset · Oct 13, 2026
#48 · #48 in Reasoning
Margin 33.56164383561644
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#18 · #18 in Math
Margin 37.77777777777778
Epoch AI benchmarking hub · Nov 13, 2025
Science
#12 · #12 in Science
Margin —
Epoch AI benchmarking hub · Jul 24, 2026
#48 · #48 in Science
Margin —
Epoch AI benchmarking hub · Nov 13, 2025
Coding
#4 · #4 in Coding
Margin 22.727272727272734
Terminal-Bench Harbor Hub · Oct 6, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Nov 13, 2025
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
#75 · #75 in Coding › Web dev
Margin 69.1588785046729
LMArena leaderboard dataset · Oct 13, 2026
Long context
#9 · Was SOTA · Long context
Margin 6.122448979591837
LMArena leaderboard dataset · Oct 13, 2026
#54 · #54 in Long context
Margin 36.73469387755103
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
#37 · #37 in Factuality
Margin 28.358208955223887
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#3 · #3 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Jul 24, 2026
#31 · #31 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Nov 13, 2025
Price per 1M tokens

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

GPT-5.1: $3.4375000000000004 per 1M blended tokens.

Open weights

Claude Opus 5: closed weights.

GPT-5.1: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in General LLM at #11 against #47.

Reasoning: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in Reasoning at #9 against #48.

Science: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in Science at #12 against #48.

Coding › Web dev: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in Coding › Web dev at #6 against #75.

Long context: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in Long context at #9 against #54.

Factuality: As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in Factuality at #4 against #37.

Abstraction (ARC): As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in Abstraction (ARC) at #3 against #31.

Claude Opus 5 · GPT-5.1

Claude Opus 5 or GPT-5.1?

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in 7 of 7 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).

Claude Opus 5 or GPT-5.1 for General LLM?

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in General LLM at #11 against #47.

Claude Opus 5 or GPT-5.1 for Reasoning?

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in Reasoning at #9 against #48.

Claude Opus 5 or GPT-5.1 for Science?

As of Oct 14, 2026, Claude Opus 5 leads GPT-5.1 in Science at #12 against #48.