Compare · 2026-10-15

Claude Opus 4.5 vs GPT-5.6 Sol

As of Oct 15, 2026, Claude Opus 4.5 leads GPT-5.6 Sol in 0 of 7 shared categories.

CategoryClaude Opus 4.5GPT-5.6 Sol
General LLM
#33 · #33 in General LLM
Margin 22.448979591836732
LMArena leaderboard dataset · Oct 13, 2026
#17 · #17 in General LLM
Margin 11.564625850340136
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#28 · Was SOTA · Reasoning
Margin 19.86301369863014
LMArena leaderboard dataset · Oct 13, 2026
#12 · #12 in Reasoning
Margin 8.904109589041099
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
#13 · #13 in Science
Margin —
Epoch AI benchmarking hub · Jul 9, 2026
Coding
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#9 · #9 in Coding
Margin 45.45454545454545
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic—
#9 · #9 in Coding › Agentic
Margin 45.45454545454545
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
#21 · Was SOTA · Coding › Web dev
Margin 18.691588785046733
LMArena leaderboard dataset · Oct 13, 2026
Long context
#19 · Was SOTA · Long context
Margin 12.925170068027214
LMArena leaderboard dataset · Oct 13, 2026
#13 · #13 in Long context
Margin 8.84353741496598
LMArena leaderboard dataset · Oct 13, 2026
Vision—
#3 · Near-SOTA · Vision
Margin 10.526315789473685
Epoch AI benchmarking hub · Jul 9, 2026
Factuality
#36 · #36 in Factuality
Margin 27.611940298507463
LMArena leaderboard dataset · Oct 13, 2026
#14 · #14 in Factuality
Margin 11.194029850746276
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#49 · #49 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Nov 24, 2025
#3 · #3 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Jul 9, 2026
Price per 1M tokens

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

GPT-5.6 Sol: $8.000000000000002 per 1M blended tokens.

Open weights

Claude Opus 4.5: closed weights.

GPT-5.6 Sol: closed weights.

Which to pick

General LLM: As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in General LLM at #17 against #33.

Reasoning: As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in Reasoning at #12 against #28.

Science: As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in Science at #13 against #68.

Coding › Web dev: As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in Coding › Web dev at #21 against #53.

Long context: As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in Long context at #13 against #19.

Factuality: As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in Factuality at #14 against #36.

Abstraction (ARC): As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in Abstraction (ARC) at #3 against #49.

Claude Opus 4.5 · GPT-5.6 Sol

Claude Opus 4.5 or GPT-5.6 Sol?

As of Oct 15, 2026, Claude Opus 4.5 leads GPT-5.6 Sol in 0 of 7 shared categories.

Claude Opus 4.5 or GPT-5.6 Sol for General LLM?

As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in General LLM at #17 against #33.

Claude Opus 4.5 or GPT-5.6 Sol for Reasoning?

As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in Reasoning at #12 against #28.

Claude Opus 4.5 or GPT-5.6 Sol for Science?

As of Oct 15, 2026, GPT-5.6 Sol leads Claude Opus 4.5 in Science at #13 against #68.