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Best DeepSeek Models for Math & Science

Match · Updated July 2026

The best DeepSeek model for math and science is DeepSeek V4 Flash, scoring 89.4% on GPQA Diamond (graduate-level physics, chemistry and biology). DeepSeek V4 Pro (88.8%) and R1 (81.3%) round out the top three.

89.4%GPQA
40.3Intelligence
$0.098Input /M
1.0MContext

AI models ranked by GPQA Diamond — graduate-level physics, chemistry and biology questions that can't be answered by lookup. The best LLMs for math, quantitative reasoning and hard-science work.

  1. 1deepseek logo
    deepseek-v4-flash
    ReasoningToolsJSON40.3 intel · $0.098/M · 1.0M ctx
    89.4%
    GPQA
  2. 2deepseek logo
    deepseek-v4-pro
    ReasoningToolsJSON44.3 intel · $0.435/M · 1.0M ctx
    88.8%
    GPQA
  3. 3deepseek logo
    deepseek-r1
    ReasoningToolsJSON20.1 intel · $0.700/M · 164K ctx
    81.3%
    GPQA
  4. 4deepseek logo
    deepseek-v3.2
    ReasoningToolsJSON24.7 intel · $0.269/M · 164K ctx
    75.1%
    GPQA
  5. 5deepseek logo
    deepseek-v3.1-terminus
    ReasoningToolsJSON21.4 intel · $0.270/M · 164K ctx
    75.1%
    GPQA
  6. 6deepseek logo
    deepseek-r1-distill-llama-70b
    Reasoning9.9 intel · $0.800/M · 8K ctx
    40.2%
    GPQA

Frequently asked

What is the best DeepSeek model for math?

The best DeepSeek model for math and science is DeepSeek V4 Flash, scoring 89.4% on GPQA Diamond (graduate-level physics, chemistry and biology). DeepSeek V4 Pro (88.8%) and R1 (81.3%) round out the top three.

What's a good alternative to DeepSeek V4 Flash?

DeepSeek V4 Pro (88.8%) is the closest alternative on this metric, followed by R1 (81.3%). See the full ranking above for the tradeoffs.

How many DeepSeek models are there?

modelgrep tracks 11 DeepSeek models with live benchmarks, speed, latency and per-provider pricing, led on intelligence by DeepSeek V4 Pro. 6 of them qualify for this ranking.

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