Compare · 2026-10-14

Claude Sonnet 5.5 vs GPT-6 Luna

As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in 9 of 9 shared categories: General LLM, Reasoning, Science, Coding, Coding › Agentic, Coding › Web dev, Long context, Vision, and Factuality.

CategoryClaude Sonnet 5.5GPT-6 Luna
General LLM
#27 · #27 in General LLM
Margin 18.367346938775512
LMArena leaderboard dataset · Oct 13, 2026
#65 · #65 in General LLM
Margin 44.21768707482993
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#18 · #18 in Reasoning
Margin 13.013698630136986
LMArena leaderboard dataset · Oct 13, 2026
#61 · #61 in Reasoning
Margin 42.465753424657535
LMArena leaderboard dataset · Oct 13, 2026
Math
#4 · #4 in Math
Margin 6.666666666666671
Epoch AI benchmarking hub · Sep 28, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#3 · #3 in Science
Margin —
Epoch AI benchmarking hub · Sep 28, 2026
#33 · #33 in Science
Margin —
Epoch AI benchmarking hub · Sep 22, 2026
Coding
#1 · Co-SOTA · Coding
Margin 0
Terminal-Bench Harbor Hub · Oct 6, 2026
#17 · #17 in Coding
Margin 81.81818181818181
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Agentic
#1 · Co-SOTA · Coding › Agentic
Margin 0
Terminal-Bench Harbor Hub · Oct 6, 2026
#17 · #17 in Coding › Agentic
Margin 81.81818181818181
Terminal-Bench Harbor Hub · Oct 6, 2026
Coding › Web dev
#3 · Near-SOTA · Coding › Web dev
Margin 1.8691588785046775
LMArena leaderboard dataset · Oct 13, 2026
#29 · #29 in Coding › Web dev
Margin 26.168224299065415
LMArena leaderboard dataset · Oct 13, 2026
Long context
#11 · #11 in Long context
Margin 7.482993197278915
LMArena leaderboard dataset · Oct 13, 2026
#61 · #61 in Long context
Margin 41.49659863945578
LMArena leaderboard dataset · Oct 13, 2026
Vision
#1 · Co-SOTA · Vision
Margin 0
Epoch AI benchmarking hub · Sep 28, 2026
#17 · #17 in Vision
Margin 47.36842105263158
Epoch AI benchmarking hub · Sep 22, 2026
Factuality
#16 · #16 in Factuality
Margin 12.68656716417911
LMArena leaderboard dataset · Oct 13, 2026
#39 · #39 in Factuality
Margin 29.85074626865672
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)—
#22 · #22 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · Sep 22, 2026
Price per 1M tokens

Claude Sonnet 5.5: $4.000000000000001 per 1M blended tokens.

GPT-6 Luna: $0.19999999999999998 per 1M blended tokens.

Open weights

Claude Sonnet 5.5: closed weights.

GPT-6 Luna: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in General LLM at #27 against #65.

Reasoning: As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Reasoning at #18 against #61.

Science: As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Science at #3 against #33.

Coding: As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Coding at #1 against #17.

Coding › Agentic: As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Coding › Agentic at #1 against #17.

Coding › Web dev: As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Coding › Web dev at #3 against #29.

Long context: As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Long context at #11 against #61.

Vision: As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Vision at #1 against #17.

Factuality: As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Factuality at #16 against #39.

Claude Sonnet 5.5 · GPT-6 Luna

Claude Sonnet 5.5 or GPT-6 Luna?

As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in 9 of 9 shared categories: General LLM, Reasoning, Science, Coding, Coding › Agentic, Coding › Web dev, Long context, Vision, and Factuality.

Claude Sonnet 5.5 or GPT-6 Luna for General LLM?

As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in General LLM at #27 against #65.

Claude Sonnet 5.5 or GPT-6 Luna for Reasoning?

As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Reasoning at #18 against #61.

Claude Sonnet 5.5 or GPT-6 Luna for Science?

As of Oct 14, 2026, Claude Sonnet 5.5 leads GPT-6 Luna in Science at #3 against #33.