# Gemini 3.1 Pro Preview vs Minimax M3

As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M3 in 5 of 6 shared categories: General LLM, Reasoning, Science, Long context, and Factuality.

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

Minimax M3: $0.5249999999999999 per 1M blended tokens.

Gemini 3.1 Pro Preview: closed weights.

Minimax M3: open weights.

- Which to pick, General LLM: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M3 in General LLM at #15 against #87.
- Which to pick, Reasoning: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M3 in Reasoning at #14 against #80.
- Which to pick, Science: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M3 in Science at #7 against #28.
- Which to pick, Coding › Web dev: As of Oct 15, 2026, Minimax M3 leads Gemini 3.1 Pro Preview in Coding › Web dev at #54 against #63.
- Which to pick, Long context: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M3 in Long context at #12 against #76.
- Which to pick, Factuality: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M3 in Factuality at #21 against #94.

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).

As of Oct 15, 2026, Minimax M3 is a former state-of-the-art holder in Coding › Web dev (since Jun 5, 2026; sources LMArena WebDev; methodology v1.0).