Compare · 2026-10-14

Claude Opus 4.1 vs Claude Opus 4.8

As of Oct 14, 2026, Claude Opus 4.1 leads Claude Opus 4.8 in 0 of 6 shared categories.

CategoryClaude Opus 4.1Claude Opus 4.8
General LLM
#57 · Was SOTA · General LLM
Margin 38.775510204081634
LMArena leaderboard dataset · Oct 13, 2026
#20 · #20 in General LLM
Margin 13.605442176870753
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#47 · Was SOTA · Reasoning
Margin 32.87671232876713
LMArena leaderboard dataset · Oct 13, 2026
#10 · #10 in Reasoning
Margin 7.534246575342465
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
#27 · #27 in Science
Margin —
Epoch AI benchmarking hub · May 28, 2026
Coding
#— · Not enough data
Margin —
Epoch AI benchmarking hub · Aug 5, 2025
#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
#76 · Was SOTA · Coding › Web dev
Margin 70.09345794392523
LMArena leaderboard dataset · Oct 13, 2026
#33 · Was SOTA · Coding › Web dev
Margin 29.90654205607477
LMArena leaderboard dataset · Oct 13, 2026
Long context
#44 · Was SOTA · Long context
Margin 29.931972789115648
LMArena leaderboard dataset · Oct 13, 2026
#10 · Was SOTA · Long context
Margin 6.802721088435391
LMArena leaderboard dataset · Oct 13, 2026
Vision—
#13 · #13 in Vision
Margin 36.842105263157904
Epoch AI benchmarking hub · May 28, 2026
Factuality
#74 · #74 in Factuality
Margin 55.97014925373134
LMArena leaderboard dataset · Oct 13, 2026
#21 · #21 in Factuality
Margin 16.417910447761187
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 4.1: $29.999999999999996 per 1M blended tokens.

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

Open weights

Claude Opus 4.1: closed weights.

Claude Opus 4.8: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Opus 4.1 in General LLM at #20 against #57.

Reasoning: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Opus 4.1 in Reasoning at #10 against #47.

Science: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Opus 4.1 in Science at #27 against #83.

Coding › Web dev: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Opus 4.1 in Coding › Web dev at #33 against #76.

Long context: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Opus 4.1 in Long context at #10 against #44.

Factuality: As of Oct 14, 2026, Claude Opus 4.8 leads Claude Opus 4.1 in Factuality at #21 against #74.

Claude Opus 4.1 · Claude Opus 4.8

Claude Opus 4.1 or Claude Opus 4.8?

As of Oct 14, 2026, Claude Opus 4.1 leads Claude Opus 4.8 in 0 of 6 shared categories.

Claude Opus 4.1 or Claude Opus 4.8 for General LLM?

As of Oct 14, 2026, Claude Opus 4.8 leads Claude Opus 4.1 in General LLM at #20 against #57.

Claude Opus 4.1 or Claude Opus 4.8 for Reasoning?

As of Oct 14, 2026, Claude Opus 4.8 leads Claude Opus 4.1 in Reasoning at #10 against #47.

Claude Opus 4.1 or Claude Opus 4.8 for Science?

As of Oct 14, 2026, Claude Opus 4.8 leads Claude Opus 4.1 in Science at #27 against #83.