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DeepSeek V3 vs GPT-5.2 Codex
A detailed comparison of DeepSeek V3 (DeepSeek) and GPT-5.2 Codex (OpenAI) across pricing, performance, and features.
Pricing Comparison
| Metric | DeepSeek V3 | GPT-5.2 Codex | Difference |
|---|---|---|---|
| Input / 1M tokens | $0.14 | $1.75 | +1150% |
| Output / 1M tokens | $0.28 | $14.00 | +4900% |
| Context window | 164K | 200K | — |
| Max output | 16.384K | 65.536K | — |
Benchmark Comparison
| Benchmark | DeepSeek V3 | GPT-5.2 Codex |
|---|---|---|
| MMLU-Pro | 78% | 89% |
| HumanEval | 89% | 95.5% |
| GPQA | — | 76% |
Capabilities
| Capability | DeepSeek V3 | GPT-5.2 Codex |
|---|---|---|
| code | ✓ | ✓ |
| reasoning | ✓ | ✓ |
| text | ✓ | ✓ |
| tool-use | ✗ | ✓ |
| vision | ✗ | ✓ |
DeepSeek V3 Strengths
- ✓Cheapest capable model available
- ✓Strong coding performance
- ✓Open-source
DeepSeek V3 Weaknesses
- ✗No vision support
- ✗Smaller context than competitors
- ✗China-based — availability concerns
GPT-5.2 Codex Strengths
- ✓Strong coding performance
- ✓Available via API now
- ✓200K context window
GPT-5.2 Codex Weaknesses
- ✗Being superseded by 5.3
- ✗Higher output cost than some competitors
Quick Verdict
Best value: DeepSeek V3 is the more affordable option at $0.14/$0.28 per 1M tokens.
Higher benchmarks: GPT-5.2 Codex scores higher on average across available benchmarks (86.8% avg).
Larger context: GPT-5.2 Codex supports 200K tokens.
Choose DeepSeek V3 if cost matters most. Choose GPT-5.2 Codex if you need the best possible quality for complex tasks.