DeepSeek / MODEL EVIDENCE

DeepSeek V4 Pro

28 benchmarks · 42 observations · 28 sources · released 2026-04-24

Scores at a glance

28 benchmarks · large dot: DeepSeek V4 Pro; small dots: closest models where reported

90.9190.91

DeepSeek v4 Pro (high) · GPQA diamond · Best score (across scorers) · % ↗

2 more reported results

89.65% · DeepSeek v4 Pro (max) · GPQA diamond · Best score (across scorers) · % · Epoch AI · GPQA diamond ↗

73.23% · DeepSeek v4 Pro (unknown thinking) · GPQA diamond · Best score (across scorers) · % · Epoch AI · GPQA diamond ↗

12.8612.86

DeepSeek v4 Pro (max) · CritPt · Accuracy · % ↗

1 more reported result

10% · DeepSeek v4 Pro (high) · CritPt · Accuracy · % · Epoch AI · CritPt ↗

2.7868.26

DeepSeek v4 Pro (max) · LMCA · Score · % ↗

41.6598.93

DeepSeek v4 Pro (max) · DTBench · Accuracy · % ↗

ForecastBench ↗60.9 Brier index
46.467

deepseek-v4-pro† · Overall difficulty-adjusted Brier index ↗

Closest models by score

Similar positions on shared benchmark leaderboards. Smaller gaps are closer.

31.9 percentile-point gap

8 of 11 shared benchmark comparisons

36.6 percentile-point gap

8 of 11 shared benchmark comparisons

How similarity is measured

Mean absolute gap in percentile positions on shared benchmark settings; lower is closer. At least 60% overlap is required, with a minimum of three when available. Independent evaluations are used when there are at least three; otherwise published report comparisons are used. Repeated model observations within one setting are averaged before ranking. Writing-style traits and composite indices are excluded. This describes similarity, not an overall quality ranking.

Sources

Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.

  1. Arena leaderboard — WebDev evaluation ↗

    Arena

  2. SciCode Benchmark | Artificial Analysis ↗

    Artificial Analysis

  3. FrontierCode Leaderboard ↗

    Cognition

  4. DTBench — Conceptual Reasoning Index ↗

    Conceptual Reasoning Index

  5. LMCA — Conceptual Reasoning Index ↗

    Conceptual Reasoning Index

  6. Ale Bench — methodology and published results ↗

    Epoch AI · 2026

  7. Chess Puzzles ↗

    Epoch AI

  8. CL-bench Life ↗

    Epoch AI

  9. CritPt v1 ↗

    Epoch AI

  10. Forecastbench — methodology and published results ↗

    Epoch AI · 2026

  11. FrontierMath Tier 4 (v2) ↗

    Epoch AI

  12. FrontierMath Tiers 1-3 (v2) ↗

    Epoch AI

  13. GPQA Diamond ↗

    Epoch AI

  14. Mystery Game Puzzles ↗

    Epoch AI

  15. OTIS Mock AIME 2024-2025 ↗

    Epoch AI

  16. SimpleQA Verified ↗

    Epoch AI

  17. SWE-bench Verified ↗

    Epoch AI

  18. Vending Bench 2 — methodology and published results ↗

    Epoch AI · 2026

  19. AI benchmarks & capabilities ↗

    Epoch AI

  20. WeirdML ↗

    Håvard Tveit Ihle

  21. DistressBench — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  22. DrugDiscoveryBench — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  23. HiL-Bench (Human-in-Loop Benchmark) — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  24. Scale Labs — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  25. Scale Labs — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  26. SWE Atlas - Test Writing — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  27. ProofBench — evaluation methodology and results ↗

    Vals AI · 2026

  28. Surface Evolver Bench ↗

    yhenon

Names used in source tables

DeepSeek V4 Pro · DeepSeek V4 Pro (Mini-SWE-Agent) · DeepSeek V4 Pro (mini-SWE-agent) xhigh · DeepSeek v4 Pro (high) · DeepSeek v4 Pro (max) · DeepSeek v4 Pro (unknown thinking) · DeepSeek-V4-Pro · Deepseek V4 Pro · Deepseek V4 Pro (Mini-SWE-Agent) · deepseek-v4-pro · deepseek-v4-pro-high · deepseek-v4-pro-no-thinking · deepseek-v4-pro†