Compare · 2026-10-14

Claude Opus 4.1 vs GPT-6.1 Sol

As of Oct 14, 2026, Claude Opus 4.1 leads GPT-6.1 Sol in 0 of 6 shared categories.

CategoryClaude Opus 4.1GPT-6.1 Sol
General LLM
#57 · Was SOTA · General LLM
Margin 38.775510204081634
LMArena leaderboard dataset · Oct 13, 2026
#18 · #18 in General LLM
Margin 12.244897959183675
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#47 · Was SOTA · Reasoning
Margin 32.87671232876713
LMArena leaderboard dataset · Oct 13, 2026
#15 · #15 in Reasoning
Margin 10.958904109589042
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
#4 · #4 in Science
Margin —
Epoch AI benchmarking hub · Sep 29, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Aug 5, 2025
#2 · Near-SOTA · Coding
Margin 13.63636363636364
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic—
#2 · Near-SOTA · Coding › Agentic
Margin 13.63636363636364
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Web dev
#76 · Was SOTA · Coding › Web dev
Margin 70.09345794392523
LMArena leaderboard dataset · Oct 13, 2026
#4 · Near-SOTA · Coding › Web dev
Margin 2.803738317757009
LMArena leaderboard dataset · Oct 13, 2026
Long context
#44 · Was SOTA · Long context
Margin 29.931972789115648
LMArena leaderboard dataset · Oct 13, 2026
#17 · #17 in Long context
Margin 11.564625850340136
LMArena leaderboard dataset · Oct 13, 2026
Vision—
#1 · Co-SOTA · Vision
Margin 0
Epoch AI benchmarking hub · Sep 29, 2026
Factuality
#74 · #74 in Factuality
Margin 55.97014925373134
LMArena leaderboard dataset · Oct 13, 2026
#29 · #29 in Factuality
Margin 22.388059701492537
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)—
#1 · #1 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Sep 29, 2026
Price per 1M tokens

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

GPT-6.1 Sol: $4.000000000000001 per 1M blended tokens.

Open weights

Claude Opus 4.1: closed weights.

GPT-6.1 Sol: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.1 in General LLM at #18 against #57.

Reasoning: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.1 in Reasoning at #15 against #47.

Science: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.1 in Science at #4 against #83.

Coding › Web dev: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.1 in Coding › Web dev at #4 against #76.

Long context: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.1 in Long context at #17 against #44.

Factuality: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.1 in Factuality at #29 against #74.

Claude Opus 4.1 · GPT-6.1 Sol

Claude Opus 4.1 or GPT-6.1 Sol?

As of Oct 14, 2026, Claude Opus 4.1 leads GPT-6.1 Sol in 0 of 6 shared categories.

Claude Opus 4.1 or GPT-6.1 Sol for General LLM?

As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.1 in General LLM at #18 against #57.

Claude Opus 4.1 or GPT-6.1 Sol for Reasoning?

As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.1 in Reasoning at #15 against #47.

Claude Opus 4.1 or GPT-6.1 Sol for Science?

As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.1 in Science at #4 against #83.