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
- Overall index60
- Reasoning65
- Coding57
- Maths65
- Human preference66
How its index has moved
8 Sept 2026 to 3 Oct 2026The 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.
Reasoning
| Benchmark | high | Source | Trend |
|---|---|---|---|
| GPQA Diamond | 90.9%#33 | Epoch AI Benchmarking Hub | |
| LMArena Hard Prompts | 1483#60 | LMArena | |
| Chess Puzzlesnot in index | 13.0%#117 | Epoch AI Benchmarking Hub | |
| CL-bench Lifenot in index | 13.5%#9 | Epoch AI Benchmarking Hub |
Coding
| Benchmark | high | Source | Trend |
|---|---|---|---|
| SciCode | 46.4%#124 | SciCode | |
| WeirdML | 46.5%#78 | WeirdML | |
| LMArena Coding | 1505#67 | LMArena | |
| LMArena WebDev | 1583#29 | LMArena | |
| Surface Evolver Benchnot in index | 40.0%#23 | Epoch AI Benchmarking Hub | |
| ALE-Benchnot in index | 1006.1#50 | Epoch AI Benchmarking Hub |
Maths
| Benchmark | high | Source | Trend |
|---|---|---|---|
| OTIS Mock AIME | 95.6%#36 | Epoch AI Benchmarking Hub | |
| LMArena Maths | 1466#52 | LMArena |
Instruction following
| Benchmark | high | Source | Trend |
|---|---|---|---|
| LMArena Instruction Followingnot in index | 1461#48 | LMArena |
Human preference
| Benchmark | high | Source | Trend |
|---|---|---|---|
| LMArena Text | 1464#56 | LMArena | |
| LMArena Creative Writingnot in index | 1445#53 | LMArena | |
| LMArena Multi-turnnot in index | 1472#55 | LMArena | |
| LMArena Longer Queriesnot in index | 1475#54 | LMArena |
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.