GLM-5-3 (Flagship) vs Manus 2.0
A direct, empirical evaluation of GLM-5-3 (Flagship) (Zhipu AI & THUDM) against Manus 2.0 (Manus AI).
GLM-5-3 (Flagship)
Developed by Zhipu AI & THUDM · 744B parameters
Complex algorithmic reasoning, multi-step code synthesis, and long-horizon tool execution.
Manus 2.0
Developed by Manus AI · Multi-Agent Autonomous Orchestration Hierarchy parameters
End-to-end multi-tab browser automation (74.8% GAIA), complex financial web extraction, asynchronous multi-agent coordination, and isolated microVM workflows.
| Metric | GLM-5-3 (Flagship) | Manus 2.0 |
|---|---|---|
| SWE-bench Verified | 54.8% | 74.8% |
| MMLU-Pro | 78.4% | 85.6% |
| MATH-500 | 93.6% | 89.4% |
| Context Window | 256,000 tokens | 500,000 tokens |
| Input Pricing (per 1M) | $0.55 | $3.50 |
| Output Pricing (per 1M) | $2.19 | $15.00 |