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Compare · 2026-10-15

Claude Opus 4.8 vs GPT-4 1106 Preview

As of Oct 15, 2026, Claude Opus 4.8 leads GPT-4 1106 Preview in 1 of 2 shared categories: Science.

CategoryClaude Opus 4.8GPT-4 1106 Preview
General LLM
#21 · #21 in General LLM
Margin 11.170212765957444
LMArena leaderboard dataset · Oct 13, 2026
#10 · #10 in General LLM
Margin —
LMArena leaderboard dataset · Sep 15, 2024
Reasoning
#10 · #10 in Reasoning
Margin 5.851063829787236
LMArena leaderboard dataset · Oct 13, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Sep 15, 2024
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
—
Science
#27 · #27 in Science
Margin —
Epoch AI benchmarking hub · May 28, 2026
#148 · #148 in Science
Margin —
Epoch AI benchmarking hub · Nov 6, 2023
Coding
#12 · #12 in Coding
Margin 59.09090909090909
Terminal-Bench Harbor Hub · Oct 6, 2026
—
Coding › Agentic
#12 · #12 in Coding › Agentic
Margin 59.09090909090909
Terminal-Bench Harbor Hub · Oct 6, 2026
—
Coding › Web dev
#35 · Was SOTA · Coding › Web dev
Margin 27.200000000000003
LMArena leaderboard dataset · Oct 13, 2026
—
Long context
#10 · Was SOTA · Long context
Margin 5.319148936170208
LMArena leaderboard dataset · Oct 13, 2026
—
Vision
#13 · #13 in Vision
Margin 36.842105263157904
Epoch AI benchmarking hub · May 28, 2026
—
Factuality
#24 · #24 in Factuality
Margin 14.534883720930239
LMArena leaderboard dataset · Oct 13, 2026
—
Abstraction (ARC)
#12 · #12 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · May 28, 2026
—
Price per 1M tokens

Claude Opus 4.8: $10 per 1M blended tokens.

GPT-4 1106 Preview: price per 1M tokens is unset in the catalog.

Open weights

Claude Opus 4.8: closed weights.

GPT-4 1106 Preview: closed weights.

Which to pick

General LLM: As of Oct 15, 2026, GPT-4 1106 Preview leads Claude Opus 4.8 in General LLM at #10 against #21.

Science: As of Oct 15, 2026, Claude Opus 4.8 leads GPT-4 1106 Preview in Science at #27 against #148.

Claude Opus 4.8 · GPT-4 1106 Preview

Claude Opus 4.8 or GPT-4 1106 Preview?

As of Oct 15, 2026, Claude Opus 4.8 leads GPT-4 1106 Preview in 1 of 2 shared categories: Science.

Claude Opus 4.8 or GPT-4 1106 Preview for General LLM?

As of Oct 15, 2026, GPT-4 1106 Preview leads Claude Opus 4.8 in General LLM at #10 against #21.

Claude Opus 4.8 or GPT-4 1106 Preview for Science?

As of Oct 15, 2026, Claude Opus 4.8 leads GPT-4 1106 Preview in Science at #27 against #148.