# Gemini 3.1 Pro Preview vs Grok 4.5

As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Grok 4.5 in 7 of 8 shared categories: General LLM, Reasoning, Science, Long context, Vision, Factuality, and Abstraction (ARC).

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

Grok 4.5: $3 per 1M blended tokens.

Gemini 3.1 Pro Preview: closed weights.

Grok 4.5: closed weights.

- Which to pick, General LLM: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Grok 4.5 in General LLM at #15 against #45.
- Which to pick, Reasoning: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Grok 4.5 in Reasoning at #14 against #44.
- Which to pick, Science: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Grok 4.5 in Science at #7 against #14.
- Which to pick, Coding › Web dev: As of Oct 15, 2026, Grok 4.5 leads Gemini 3.1 Pro Preview in Coding › Web dev at #36 against #63.
- Which to pick, Long context: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Grok 4.5 in Long context at #12 against #41.
- Which to pick, Vision: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Grok 4.5 in Vision at #25 against #29.
- Which to pick, Factuality: As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Grok 4.5 in Factuality at #21 against #30.
- Which to pick, Abstraction (ARC): As of Oct 15, 2026, Gemini 3.1 Pro Preview leads Grok 4.5 in Abstraction (ARC) at #2 against #21.

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, Grok 4.5 is ranked #14 in Science (since Oct 15, 2026; sources GPQA Diamond; methodology v1.0).