GPT-4o mini vs DeepSeek Coder V2
Performance benchmarks + pricing comparison — updated April 2026
GPT-4o mini
OpenAIAffordable small model. Fast and cost-effective for high-volume coding tasks.
| Input | $0.150/M |
| Output | $0.600/M |
| Context | 128K tokens |
| Best For | High-volume tasks, simple coding, cost-sensitive projects |
| Benchmark | 58/100 |
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 |
Benchmark Performance Comparison
Third-party benchmark scores — higher is better. Data sourced from SWE-bench, LiveCodeBench, HumanEval, and BigCodeBench.
| Benchmark | GPT-4o mini | DeepSeek Coder V2 | Leader |
|---|---|---|---|
| Overall Score | 58 | 58 | GPT-4o Mini leads by 0pts |
| SWE-bench Verified | 50 | 50 | GPT-4o Mini leads by 0pts |
| LiveCodeBench | 60 | 60 | GPT-4o Mini leads by 0pts |
| HumanEval | 78 | 82 | DeepSeek Coder V2 leads by 4pts |
| BigCodeBench | 44 | 42 | GPT-4o Mini 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 | GPT-4o mini | DeepSeek Coder V2 | Savings |
|---|---|---|---|
| Small Script (1K lines) | $0.02 | $0.04 | GPT-4o mini saves $0.02 (43%) |
| Medium Feature (10K lines) | $0.18 | $0.31 | GPT-4o mini saves $0.13 (42%) |
| Large Project (50K lines) | $0.92 | $1.57 | GPT-4o mini saves $0.65 (42%) |
| Code Review (5K lines) | $0.05 | $0.07 | GPT-4o mini saves $0.03 (37%) |
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 |
|---|---|---|---|
| GPT-4o mini | 58 | $0.003/pt | Better value |
| DeepSeek Coder V2 | 58 | $0.005/pt | Higher cost per point |
GPT-4o mini delivers the best value at $0.003 per score point.
Strengths & Weaknesses
GPT-4o mini
- + Very cheap
- + Fast responses
- - Struggles with multi-step reasoning
DeepSeek Coder V2
- + Code-specialized
- + Very cheap
- - Limited general-purpose
Verdict
GPT-4o mini wins on both price and performance — $0.150/M input with a benchmark score of 58/100.
For most developers, this is the clear choice between these two models.
Compare with Other Models
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