Compare · 2026-10-14

Claude Opus 4.1 vs GPT-5.5

As of Oct 14, 2026, Claude Opus 4.1 leads GPT-5.5 in 0 of 6 shared categories.

CategoryClaude Opus 4.1GPT-5.5
General LLM
#57 · Was SOTA · General LLM
Margin 38.775510204081634
LMArena leaderboard dataset · Oct 13, 2026
#21 · Was SOTA · General LLM
Margin 14.285714285714292
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#47 · Was SOTA · Reasoning
Margin 32.87671232876713
LMArena leaderboard dataset · Oct 13, 2026
#25 · #25 in Reasoning
Margin 17.808219178082197
LMArena leaderboard dataset · Oct 13, 2026
Math
#27 · #27 in Math
Margin 57.77777777777778
Epoch AI benchmarking hub · Aug 5, 2025
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#83 · #83 in Science
Margin —
Epoch AI benchmarking hub · Aug 5, 2025
#30 · #30 in Science
Margin —
Epoch AI benchmarking hub · Apr 23, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Aug 5, 2025
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Coding › Web dev
#76 · Was SOTA · Coding › Web dev
Margin 70.09345794392523
LMArena leaderboard dataset · Oct 13, 2026
#44 · #44 in Coding › Web dev
Margin 40.18691588785047
LMArena leaderboard dataset · Oct 13, 2026
Long context
#44 · Was SOTA · Long context
Margin 29.931972789115648
LMArena leaderboard dataset · Oct 13, 2026
#23 · Was SOTA · Long context
Margin 15.646258503401356
LMArena leaderboard dataset · Oct 13, 2026
Vision—
#10 · Was SOTA · Vision
Margin 28.94736842105263
Epoch AI benchmarking hub · Apr 23, 2026
Factuality
#74 · #74 in Factuality
Margin 55.97014925373134
LMArena leaderboard dataset · Oct 13, 2026
#5 · Was SOTA · Factuality
Margin 4.477611940298502
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)—
#7 · #7 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Apr 23, 2026
Price per 1M tokens

Claude Opus 4.1: $29.999999999999996 per 1M blended tokens.

GPT-5.5: $11.25 per 1M blended tokens.

Open weights

Claude Opus 4.1: closed weights.

GPT-5.5: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-5.5 leads Claude Opus 4.1 in General LLM at #21 against #57.

Reasoning: As of Oct 14, 2026, GPT-5.5 leads Claude Opus 4.1 in Reasoning at #25 against #47.

Science: As of Oct 14, 2026, GPT-5.5 leads Claude Opus 4.1 in Science at #30 against #83.

Coding › Web dev: As of Oct 14, 2026, GPT-5.5 leads Claude Opus 4.1 in Coding › Web dev at #44 against #76.

Long context: As of Oct 14, 2026, GPT-5.5 leads Claude Opus 4.1 in Long context at #23 against #44.

Factuality: As of Oct 14, 2026, GPT-5.5 leads Claude Opus 4.1 in Factuality at #5 against #74.

Claude Opus 4.1 · GPT-5.5

Claude Opus 4.1 or GPT-5.5?

As of Oct 14, 2026, Claude Opus 4.1 leads GPT-5.5 in 0 of 6 shared categories.

Claude Opus 4.1 or GPT-5.5 for General LLM?

As of Oct 14, 2026, GPT-5.5 leads Claude Opus 4.1 in General LLM at #21 against #57.

Claude Opus 4.1 or GPT-5.5 for Reasoning?

As of Oct 14, 2026, GPT-5.5 leads Claude Opus 4.1 in Reasoning at #25 against #47.

Claude Opus 4.1 or GPT-5.5 for Science?

As of Oct 14, 2026, GPT-5.5 leads Claude Opus 4.1 in Science at #30 against #83.