Compare · 2026-10-14

Claude Opus 4.8 vs Gemini 3.5 Flash

As of Oct 14, 2026, Claude Opus 4.8 leads Gemini 3.5 Flash in 5 of 8 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, and Vision.

CategoryClaude Opus 4.8Gemini 3.5 Flash
General LLM
#20 · #20 in General LLM
Margin 13.605442176870753
LMArena leaderboard dataset · Oct 13, 2026
#24 · #24 in General LLM
Margin 16.326530612244895
LMArena leaderboard dataset · Oct 13, 2026
Reasoning
#10 · #10 in Reasoning
Margin 7.534246575342465
LMArena leaderboard dataset · Oct 13, 2026
#32 · #32 in Reasoning
Margin 22.602739726027394
LMArena leaderboard dataset · Oct 13, 2026
Math
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
#— · Not enough data
Margin —
LMArena leaderboard dataset · Oct 13, 2026
Science
#27 · #27 in Science
Margin —
Epoch AI benchmarking hub · May 28, 2026
#18 · #18 in Science
Margin —
Epoch AI benchmarking hub · May 19, 2026
Coding
#12 · #12 in Coding
Margin 59.09090909090909
Terminal-Bench Harbor Hub · Oct 6, 2026
#— · Not enough data
Margin —
Epoch AI benchmarking hub · May 19, 2026
Coding › Agentic
#12 · #12 in Coding › Agentic
Margin 59.09090909090909
Terminal-Bench Harbor Hub · Oct 6, 2026
—
Coding › Web dev
#33 · Was SOTA · Coding › Web dev
Margin 29.90654205607477
LMArena leaderboard dataset · Oct 13, 2026
#48 · #48 in Coding › Web dev
Margin 43.925233644859816
LMArena leaderboard dataset · Oct 13, 2026
Long context
#10 · Was SOTA · Long context
Margin 6.802721088435391
LMArena leaderboard dataset · Oct 13, 2026
#28 · #28 in Long context
Margin 19.04761904761905
LMArena leaderboard dataset · Oct 13, 2026
Vision
#13 · #13 in Vision
Margin 36.842105263157904
Epoch AI benchmarking hub · May 28, 2026
#29 · #29 in Vision
Margin 86.84210526315789
Epoch AI benchmarking hub · May 19, 2026
Factuality
#21 · #21 in Factuality
Margin 16.417910447761187
LMArena leaderboard dataset · Oct 13, 2026
#13 · #13 in Factuality
Margin 10.447761194029852
LMArena leaderboard dataset · Oct 13, 2026
Abstraction (ARC)
#12 · #12 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · May 28, 2026
#12 · #12 in Abstraction (ARC)
Margin —
Epoch AI benchmarking hub · May 19, 2026
Price per 1M tokens

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

Gemini 3.5 Flash: $3.375 per 1M blended tokens.

Open weights

Claude Opus 4.8: closed weights.

Gemini 3.5 Flash: closed weights.

Which to pick

General LLM: As of Oct 14, 2026, Claude Opus 4.8 leads Gemini 3.5 Flash in General LLM at #20 against #24.

Reasoning: As of Oct 14, 2026, Claude Opus 4.8 leads Gemini 3.5 Flash in Reasoning at #10 against #32.

Science: As of Oct 14, 2026, Gemini 3.5 Flash leads Claude Opus 4.8 in Science at #18 against #27.

Coding › Web dev: As of Oct 14, 2026, Claude Opus 4.8 leads Gemini 3.5 Flash in Coding › Web dev at #33 against #48.

Long context: As of Oct 14, 2026, Claude Opus 4.8 leads Gemini 3.5 Flash in Long context at #10 against #28.

Vision: As of Oct 14, 2026, Claude Opus 4.8 leads Gemini 3.5 Flash in Vision at #13 against #29.

Factuality: As of Oct 14, 2026, Gemini 3.5 Flash leads Claude Opus 4.8 in Factuality at #13 against #21.

Abstraction (ARC): As of Oct 14, 2026, Claude Opus 4.8 and Gemini 3.5 Flash share #12 in Abstraction (ARC).

Claude Opus 4.8 · Gemini 3.5 Flash

Claude Opus 4.8 or Gemini 3.5 Flash?

As of Oct 14, 2026, Claude Opus 4.8 leads Gemini 3.5 Flash in 5 of 8 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, and Vision.

Claude Opus 4.8 or Gemini 3.5 Flash for General LLM?

As of Oct 14, 2026, Claude Opus 4.8 leads Gemini 3.5 Flash in General LLM at #20 against #24.

Claude Opus 4.8 or Gemini 3.5 Flash for Reasoning?

As of Oct 14, 2026, Claude Opus 4.8 leads Gemini 3.5 Flash in Reasoning at #10 against #32.

Claude Opus 4.8 or Gemini 3.5 Flash for Science?

As of Oct 14, 2026, Gemini 3.5 Flash leads Claude Opus 4.8 in Science at #18 against #27.