# Gemini 3.1 Pro Preview vs Minimax M2 5

As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M2 5 in 6 of 6 shared categories: General LLM, Reasoning, Coding › Web dev, Long context, Factuality, and Abstraction (ARC).

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

Minimax M2 5: $0.44 per 1M blended tokens.

Gemini 3.1 Pro Preview: closed weights.

Minimax M2 5: open weights.

- Which to pick, General LLM: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M2 5 in General LLM at #15 against #164.
- Which to pick, Reasoning: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M2 5 in Reasoning at #14 against #155.
- Which to pick, Coding › Web dev: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M2 5 in Coding › Web dev at #63 against #85.
- Which to pick, Long context: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M2 5 in Long context at #12 against #152.
- Which to pick, Factuality: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M2 5 in Factuality at #21 against #149.
- Which to pick, Abstraction (ARC): As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Minimax M2 5 in Abstraction (ARC) at #2 against #36.

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 M2 5 is a former state-of-the-art holder in Coding › Web dev (since Feb 19, 2026; sources LMArena WebDev; methodology v1.0).