DeepSeek Coder V2 vs Codestral
Performance benchmarks + pricing comparison — updated April 2026
DeepSeek Coder V2
DeepSeekDeepSeek's coding-specialized model. Open-source and very affordable.
| Input | $0.270/M |
| Output | $1.10/M |
| Context | 128K tokens |
| Best For | Code generation, code review, debugging |
| Benchmark | 58/100 |
Codestral
MistralMistral's dedicated coding model. Open-weight and highly optimized for code generation and completion.
| Input | $0.300/M |
| Output | $0.900/M |
| Context | 128K tokens |
| Best For | Code completion, code generation, IDE integration |
| Benchmark | 60/100 |
Benchmark Performance Comparison
Third-party benchmark scores — higher is better. Data sourced from SWE-bench, LiveCodeBench, HumanEval, and BigCodeBench.
| Benchmark | DeepSeek Coder V2 | Codestral | Leader |
|---|---|---|---|
| Overall Score | 58 | 60 | Mistral Codestral leads by 2pts |
| SWE-bench Verified | 50 | 54 | Mistral Codestral leads by 4pts |
| LiveCodeBench | 60 | 64 | Mistral Codestral leads by 4pts |
| HumanEval | 82 | 82 | DeepSeek Coder V2 leads by 0pts |
| BigCodeBench | 42 | 44 | Mistral Codestral leads by 2pts |
Cost Comparison by Scenario
Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.
| Scenario | DeepSeek Coder V2 | Codestral | Savings |
|---|---|---|---|
| Small Script (1K lines) | $0.04 | $0.04 | Codestral saves <$0.01 (12%) |
| Medium Feature (10K lines) | $0.31 | $0.29 | Codestral saves $0.03 (9%) |
| Large Project (50K lines) | $1.57 | $1.43 | Codestral saves $0.15 (9%) |
| Code Review (5K lines) | $0.07 | $0.07 | DeepSeek Coder V2 saves <$0.01 (0%) |
Value Analysis (Price per Benchmark Score Point)
Lower is better — how much you pay for each point of benchmark performance.
| Model | Overall Score | Price per Score Point | Verdict |
|---|---|---|---|
| DeepSeek Coder V2 | 58 | $0.005/pt | Better value |
| Codestral | 60 | $0.005/pt | Higher cost per point |
DeepSeek Coder V2 delivers the best value at $0.005 per score point.
Strengths & Weaknesses
DeepSeek Coder V2
- + Code-specialized
- + Very cheap
- - Limited general-purpose
Codestral
- + Code-specialized
- + Very cheap
- - Narrow focus
Verdict
DeepSeek Coder V2 is cheaper at $0.270/M, but Codestral scores higher on benchmarks (60 vs 58).
Choose DeepSeek Coder V2 for cost-sensitive projects, Codestral when performance matters most.
Compare with Other Models
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