BenchLeader

Deepseek v4 Pro High

Deepseek v4 Pro High is a DeepSeek proprietary model, released 24 Apr 2026. Its best configuration (high reasoning effort) ranks #110 of 756 on the BenchLeader Index at 60.1 ±4.5, in the upper half. The ± is the point: 204 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in human preference (66) and lowest in coding (57). Last measured 2 Oct 2026.

Blended price
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Output speed
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First answer
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Context
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Full answer
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Cost per run
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Released
24 Apr 2026
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index60
  2. Reasoning65
  3. Coding57
  4. Maths65
  5. Human preference66

How its index has moved

8 Sept 2026 to 3 Oct 2026
566165

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Coding

Maths

Instruction following

BenchmarkhighSourceTrend
LMArena Instruction Followingnot in index1461#48LMArena

Human preference

BenchmarkhighSourceTrend
LMArena Text1464#56LMArena
LMArena Creative Writingnot in index1445#53LMArena
LMArena Multi-turnnot in index1472#55LMArena
LMArena Longer Queriesnot in index1475#54LMArena

See also

Data as of 5 Oct 2026. Compare with another model.

Cite as: BenchLeader, “Deepseek v4 Pro High: benchmarks, pricing, speed and rank”, https://www.benchleader.com/models/deepseek-v4-pro-high, data as of 5 Oct 2026.