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BenchLM recommendation

Best DeepSeek Models in 2026

Data verified

As of September 10, 2026, the top model in best deepseek models on the BenchLM leaderboard is DeepSeek V4 Pro 0813 with a score of 66.4.

Bottom line: DeepSeek models are open-weight and free or nearly free. DeepSeek V3.2 (Thinking) leads the lineup. Strong on math and reasoning, competitive with mid-tier proprietary models.

About this ranking

Last verified: September 10, 2026

All DeepSeek models ranked by benchmark performance.

Unless noted otherwise, ranking surfaces on this page use BenchLM’s provisional leaderboard lane rather than the stricter sourced-only verified leaderboard.

DeepSeek V4 Pro 0813 leads this ranking with a score of 66.4, followed by DeepSeek V3.2 (56.9) and DeepSeek V3.2 (Thinking) (55.8). There is a significant gap between the leading models and the rest of the field.

The best open-weight option is DeepSeek V3.2 (ranked #2 with a score of 56.9). Open-weight models are highly competitive in this category — self-hosting is a viable alternative to proprietary APIs.

This ranking uses provisional overall weighted scores from the active scoring formula. For detailed model profiles, click any model name below. To compare two specific models head-to-head, use the "vs #" links.

What changed

DeepSeek V3.2 (Thinking) leads DeepSeek's lineup — best on knowledge (70) and agentic (69).

DeepSeek V3.2 non-reasoning variant with strong math (71) and multilingual (69).

DeepSeek Coder 2.0 coding-focused with strong math (71) and agentic (65).

How to choose

Full Rankings (11 models)

1
DeepSeek V4 Pro 0813
DeepSeek·Proprietary·1M

66.4

BenchAlign v5

2
DeepSeek V3.2
DeepSeek·Open Weight·128K

56.9

BenchAlign v5

3
DeepSeek V3.2 (Thinking)
DeepSeek·Open Weight·128K

55.8

BenchAlign v5

4
DeepSeek LLM 2.0
DeepSeek·Open Weight·128K

52.3

BenchAlign v5

5
DeepSeek V3.1
DeepSeek·Open Weight·128K

50.6

BenchAlign v5

6
DeepSeek-R1
DeepSeek·Open Weight·128K

50.2

BenchAlign v5

7
DeepSeek V3.1 (Reasoning)
DeepSeek·Open Weight·128K

48.8

BenchAlign v5

8
DeepSeek Coder 2.0
DeepSeek·Open Weight·128K

48.1

BenchAlign v5

9
DeepSeekMath V2
DeepSeek·Open Weight·128K

47.7

BenchAlign v5

10
DeepSeek V3
DeepSeek·Open Weight·128K

41.5

BenchAlign v5

11
DeepSeek R1 Distill Qwen 32B
DeepSeek·Open Weight·128K

32.5

BenchAlign v5

Key Takeaways

The top model is DeepSeek V4 Pro 0813 by DeepSeek with a BenchAlign v5 score of 66.4 and Estimated evidence.

The best open-weight model is DeepSeek V3.2 at position #2.

11 models are included in this ranking.

Score in Context

What these scores mean

Models are ranked by the same overall BenchLM score used across all leaderboards. Comparing within DeepSeek's lineup helps identify which model fits your use case and budget.

Known limitations

This page only shows DeepSeek models. Cross-provider comparison requires the overall or category-specific leaderboards. Newer models may have limited benchmark coverage initially.

Last updated: September 10, 2026

Know when it’s worth switching models

The model to choose, the cheaper alternative, and the release we would wait on.

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