Compare · 2026-10-14

Claude Opus 4.5 vs GPT-6.1 Sol

As of Oct 14, 2026, Claude Opus 4.5 leads GPT-6.1 Sol in 0 of 7 shared categories.

CategoryClaude Opus 4.5GPT-6.1 Sol
General LLM
#33 · #33 in General LLM
Margin 22.448979591836732
LMArena leaderboard dataset · Oct 13, 2026
#18 · #18 in General LLM
Margin 12.244897959183675
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#28 · Was SOTA · Reasoning
Margin 19.86301369863014
LMArena leaderboard dataset · Oct 13, 2026
#15 · #15 in Reasoning
Margin 10.958904109589042
LMArena leaderboard dataset · Oct 13, 2026
Math
#16 · #16 in Math
Margin 33.33333333333333
Epoch AI benchmarking hub · Nov 24, 2025
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#68 · #68 in Science
Margin —
Epoch AI benchmarking hub · Nov 24, 2025
#4 · #4 in Science
Margin —
Epoch AI benchmarking hub · Sep 29, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Nov 24, 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
#53 · Was SOTA · Coding › Web dev
Margin 48.598130841121495
LMArena leaderboard dataset · Oct 13, 2026
#4 · Near-SOTA · Coding › Web dev
Margin 2.803738317757009
LMArena leaderboard dataset · Oct 13, 2026
Long context
#19 · Was SOTA · Long context
Margin 12.925170068027214
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
#36 · #36 in Factuality
Margin 27.611940298507463
LMArena leaderboard dataset · Oct 13, 2026
#29 · #29 in Factuality
Margin 22.388059701492537
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#49 · #49 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Nov 24, 2025
#1 · #1 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Sep 29, 2026
Price per 1M tokens

Claude Opus 4.5: $10 per 1M blended tokens.

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

Open weights

Claude Opus 4.5: 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 4.5 in General LLM at #18 against #33.

Reasoning: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.5 in Reasoning at #15 against #28.

Science: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.5 in Science at #4 against #68.

Coding › Web dev: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.5 in Coding › Web dev at #4 against #53.

Long context: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.5 in Long context at #17 against #19.

Factuality: As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.5 in Factuality at #29 against #36.

Abstraction (ARC): As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.5 in Abstraction (ARC) at #1 against #49.

Claude Opus 4.5 · GPT-6.1 Sol

Claude Opus 4.5 or GPT-6.1 Sol?

As of Oct 14, 2026, Claude Opus 4.5 leads GPT-6.1 Sol in 0 of 7 shared categories.

Claude Opus 4.5 or GPT-6.1 Sol for General LLM?

As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.5 in General LLM at #18 against #33.

Claude Opus 4.5 or GPT-6.1 Sol for Reasoning?

As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.5 in Reasoning at #15 against #28.

Claude Opus 4.5 or GPT-6.1 Sol for Science?

As of Oct 14, 2026, GPT-6.1 Sol leads Claude Opus 4.5 in Science at #4 against #68.