DeepSeek V5 (Leaked Staging) vs GLM-5-3 (Flagship)
A direct, empirical evaluation of DeepSeek V5 (Leaked Staging) (DeepSeek AI) against GLM-5-3 (Flagship) (Zhipu AI & THUDM).
DeepSeek V5 (Leaked Staging)
Developed by DeepSeek AI · 1.8 Trillion (Sparse MoE) parameters
Autonomous coding agents scoring 81.4% on SWE-bench Verified, zero-telemetry self-hosting, sub-cent 1M-token processing, and formal mathematical proofs.
GLM-5-3 (Flagship)
Developed by Zhipu AI & THUDM · 744B parameters
Complex algorithmic reasoning, multi-step code synthesis, and long-horizon tool execution.
| Metric | DeepSeek V5 (Leaked Staging) | GLM-5-3 (Flagship) |
|---|---|---|
| SWE-bench Verified | 81.4% | 54.8% |
| MMLU-Pro | 87.5% | 78.4% |
| MATH-500 | 96.8% | 93.6% |
| Context Window | 1,000,000 tokens | 256,000 tokens |
| Input Pricing (per 1M) | $0.12 | $0.55 |
| Output Pricing (per 1M) | $0.48 | $2.19 |