# Claude 3.7 Sonnet vs Gemini 3.1 Pro Preview

As of Oct 15, 2026, Claude 3.7 Sonnet leads Gemini 3.1 Pro Preview in 0 of 6 shared categories.

Claude 3.7 Sonnet: price per 1M tokens is unset in the catalog.

Gemini 3.1 Pro Preview: $4.5 per 1M blended tokens.

Claude 3.7 Sonnet: closed weights.

Gemini 3.1 Pro Preview: closed weights.

- Which to pick, General LLM: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Claude 3.7 Sonnet in General LLM at #15 against #184.
- Which to pick, Reasoning: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Claude 3.7 Sonnet in Reasoning at #14 against #174.
- Which to pick, Math: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Claude 3.7 Sonnet in Math at #3 against #33.
- Which to pick, Science: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Claude 3.7 Sonnet in Science at #7 against #98.
- Which to pick, Long context: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Claude 3.7 Sonnet in Long context at #12 against #144.
- Which to pick, Abstraction (ARC): As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Claude 3.7 Sonnet in Abstraction (ARC) at #2 against #80.

As of Oct 15, 2026, Claude 3.7 Sonnet is a former state-of-the-art holder in Long context (since Mar 11, 2025; sources LMArena Text (style-controlled, longer query); methodology v1.0).

As of Oct 15, 2026, Gemini 3.1 Pro Preview is state of the art on best per dollar in Math (since Oct 14, 2026; sources Humanity's Last Exam; methodology v1.0).