# DeepSeek R1 0528 vs Gemini 3.1 Pro Preview

As of Oct 14, 2026, DeepSeek R1 0528 leads Gemini 3.1 Pro Preview in 0 of 5 shared categories.

DeepSeek R1 0528: $0.9125000000000001 per 1M blended tokens.

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

DeepSeek R1 0528: open weights.

Gemini 3.1 Pro Preview: closed weights.

- Which to pick, General LLM: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 0528 in General LLM at #15 against #92.
- Which to pick, Reasoning: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 0528 in Reasoning at #14 against #98.
- Which to pick, Science: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 0528 in Science at #7 against #78.
- Which to pick, Long context: As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 0528 in Long context at #12 against #114.
- Which to pick, Abstraction (ARC): As of Oct 14, 2026, Gemini 3.1 Pro Preview leads DeepSeek R1 0528 in Abstraction (ARC) at #2 against #70.

As of Oct 14, 2026, DeepSeek R1 0528 is a former state-of-the-art holder in General LLM (since Aug 7, 2025; sources LMArena Text (style-controlled, overall); methodology v1.0).

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).