# Gemini 3.1 Pro Preview vs GLM 4.7

As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.7 in 6 of 6 shared categories: General LLM, Reasoning, Science, Coding › Web dev, Long context, and Factuality.

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

GLM 4.7: $1 per 1M blended tokens.

Gemini 3.1 Pro Preview: closed weights.

GLM 4.7: open weights.

- Which to pick, General LLM: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.7 in General LLM at #15 against #68.
- Which to pick, Reasoning: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.7 in Reasoning at #14 against #66.
- Which to pick, Science: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.7 in Science at #7 against #64.
- Which to pick, Coding › Web dev: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.7 in Coding › Web dev at #58 against #63.
- Which to pick, Long context: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.7 in Long context at #12 against #66.
- Which to pick, Factuality: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads GLM 4.7 in Factuality at #18 against #62.

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, GLM 4.7 is a former state-of-the-art holder in Coding › Web dev (since Apr 2, 2026; sources LMArena WebDev; methodology v1.0).