# Gemini 3.1 Pro Preview vs Llama 4 Maverick 17B 128e Instruct

As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Llama 4 Maverick 17B 128e Instruct in 2 of 2 shared categories: Math and Abstraction (ARC).

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

Llama 4 Maverick 17B 128e Instruct: price per 1M tokens is unset in the catalog.

Gemini 3.1 Pro Preview: closed weights.

Llama 4 Maverick 17B 128e Instruct: open weights.

- Which to pick, Math: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Llama 4 Maverick 17B 128e Instruct in Math at #3 against #37.
- Which to pick, Abstraction (ARC): As of Oct 14, 2026, Gemini 3.1 Pro Preview leads Llama 4 Maverick 17B 128e Instruct in Abstraction (ARC) at #2 against #88.

As of Oct 14, 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 14, 2026, Llama 4 Maverick 17B 128e Instruct is a former state-of-the-art holder in Math (since Apr 5, 2025; sources Humanity's Last Exam, FrontierMath, and LMArena Text (style-controlled, math); methodology v1.0).