DeepSeek V3 0324
DeepSeek V3 0324 is a DeepSeek open-weights model, released 24 Mar 2025. Its best configuration ranks #284 of 777 on the BenchLeader Index at 53.5 ±0.9, in the upper half. The ± is the point: 275 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 (57) and lowest in maths (54). Last measured 20 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 Mar 2025
- Overall index54
- Reasoning56
- Coding55
- Maths54
- Human preference57
Versions
DeepSeek has shipped 2 models under this name. Each is ranked on its own results; a newer version often has fewer results so far, which holds its index nearer the average until more arrive.
| Model | Released | Index | Rank |
|---|---|---|---|
| DeepSeek V3 0324this page | 24 Mar 2025 | 53.5 | #284 |
| DeepSeek V3 | 26 Dec 2024 | 44.0 | #549 |
Benchmark results
See all LLM benchmarks. 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 | not stated | Source |
|---|---|---|
| Arena Hard Prompts | 1408#164 | Arena (LMArena) |
Coding
| Benchmark | not stated | Source |
|---|---|---|
| Arena Coding | 1428#174 | Arena (LMArena) |
| Aider Polyglot | 55.1%#19 | Aider polyglot leaderboard |
Maths
| Benchmark | not stated | Source |
|---|---|---|
| Arena Maths | 1367#183 | Arena (LMArena) |
Instruction following
| Benchmark | not stated | Source |
|---|---|---|
| Arena Instruction Followingnot in index | 1378#164 | Arena (LMArena) |
Human preference
| Benchmark | not stated | Source |
|---|---|---|
| Arena Text | 1395#153 | Arena (LMArena) |
| Arena Creative Writingnot in index | 1390#121 | Arena (LMArena) |
| Arena Multi-turnnot in index | 1411#139 | Arena (LMArena) |
| Arena Longer Queriesnot in index | 1394#165 | Arena (LMArena) |
More from DeepSeek
See also
Data as of 21 Oct 2026. Compare with another model.
Cite as: BenchLeader, “DeepSeek V3 0324: benchmarks, pricing, speed and rank”, https://www.benchleader.com/models/deepseek-v3-0324, data as of 21 Oct 2026.