DeepSeek-V3 vs Qwen 4 Max (Leaked Staging)
A direct, empirical evaluation of DeepSeek-V3 (DeepSeek-AI) against Qwen 4 Max (Leaked Staging) (Alibaba Cloud).
DeepSeek-V3
Developed by DeepSeek-AI · 671B parameters
Cost-effective high-throughput general reasoning and bilingual generation.
Qwen 4 Max (Leaked Staging)
Developed by Alibaba Cloud · 1.2 Trillion (Sparse MoE) parameters
Repository-scale software engineering outscoring GPT-6 Sol, multilingual enterprise agents across 120 languages, and low-cost 1M-token processing.
| Metric | DeepSeek-V3 | Qwen 4 Max (Leaked Staging) |
|---|---|---|
| SWE-bench Verified | 49.2% | 78.6% |
| MMLU-Pro | 75.9% | 91.4% |
| MATH-500 | 90.2% | 95.6% |
| Context Window | 128,000 tokens | 1,000,000 tokens |
| Input Pricing (per 1M) | $0.14 | $1.20 |
| Output Pricing (per 1M) | $0.28 | $4.80 |