# Claude Opus 4.8 vs Gemini 3.7 Flash

As of Oct 15, 2026, Claude Opus 4.8 leads Gemini 3.7 Flash in 5 of 10 shared categories: Reasoning, Coding, Coding › Agentic, Long context, and Vision.

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

Gemini 3.7 Flash: $1.5 per 1M blended tokens.

Claude Opus 4.8: closed weights.

Gemini 3.7 Flash: closed weights.

- Which to pick, General LLM: As of Oct 15, 2026, Gemini 3.7 Flash leads Claude Opus 4.8 in General LLM at #14 against #21.
- Which to pick, Reasoning: As of Oct 15, 2026, Claude Opus 4.8 leads Gemini 3.7 Flash in Reasoning at #10 against #16.
- Which to pick, Science: As of Oct 15, 2026, Gemini 3.7 Flash leads Claude Opus 4.8 in Science at #5 against #27.
- Which to pick, Coding: As of Oct 15, 2026, Claude Opus 4.8 leads Gemini 3.7 Flash in Coding at #12 against #20.
- Which to pick, Coding › Agentic: As of Oct 15, 2026, Claude Opus 4.8 leads Gemini 3.7 Flash in Coding › Agentic at #12 against #20.
- Which to pick, Coding › Web dev: As of Oct 15, 2026, Gemini 3.7 Flash leads Claude Opus 4.8 in Coding › Web dev at #27 against #35.
- Which to pick, Long context: As of Oct 15, 2026, Claude Opus 4.8 leads Gemini 3.7 Flash in Long context at #10 against #14.
- Which to pick, Vision: As of Oct 15, 2026, Claude Opus 4.8 leads Gemini 3.7 Flash in Vision at #13 against #14.
- Which to pick, Factuality: As of Oct 15, 2026, Gemini 3.7 Flash leads Claude Opus 4.8 in Factuality at #16 against #24.
- Which to pick, Abstraction (ARC): As of Oct 15, 2026, Gemini 3.7 Flash leads Claude Opus 4.8 in Abstraction (ARC) at #6 against #12.

As of Oct 15, 2026, Claude Opus 4.8 is a former state-of-the-art holder in Coding › Web dev (since Jun 5, 2026; sources LMArena WebDev; methodology v1.0).

As of Oct 15, 2026, Gemini 3.7 Flash is state of the art on best per dollar in Vision (since Oct 14, 2026; sources GDP.pdf; methodology v1.0).