GLM-5-3 (Flagship) vs GPT-6.1 Sol
A direct, empirical evaluation of GLM-5-3 (Flagship) (Zhipu AI & THUDM) against GPT-6.1 Sol (OpenAI).
GLM-5-3 (Flagship)
Developed by Zhipu AI & THUDM · 744B parameters
Complex algorithmic reasoning, multi-step code synthesis, and long-horizon tool execution.
GPT-6.1 Sol
Developed by OpenAI · Proprietary Frontier Workhorse Engine parameters
Near-Astra reasoning at 1/5th price ($1.25/$5.00), SWE-bench Verified 74.8%, OSWorld 2.0 desktop agent automation, and sub-80ms Ultrafast Mode.
| Metric | GLM-5-3 (Flagship) | GPT-6.1 Sol |
|---|---|---|
| SWE-bench Verified | 54.8% | 74.8% |
| MMLU-Pro | 78.4% | 92.4% |
| MATH-500 | 93.6% | 96.2% |
| Context Window | 256,000 tokens | 1,000,000 tokens |
| Input Pricing (per 1M) | $0.55 | $1.25 |
| Output Pricing (per 1M) | $2.19 | $5.00 |