Gemini 4 Carbon vs GLM-5-3 (Flagship)
A direct, empirical evaluation of Gemini 4 Carbon (Google DeepMind) against GLM-5-3 (Flagship) (Zhipu AI & THUDM).
Gemini 4 Carbon
Developed by Google DeepMind · Carbon-Aware Frontier Transformer on TPU v6e parameters
Sub-watt green computing, 62% energy reduction per million tokens, carbon-aware datagrid routing, and eco-tier batch execution discounts.
GLM-5-3 (Flagship)
Developed by Zhipu AI & THUDM · 744B parameters
Complex algorithmic reasoning, multi-step code synthesis, and long-horizon tool execution.
| Metric | Gemini 4 Carbon | GLM-5-3 (Flagship) |
|---|---|---|
| SWE-bench Verified | 69.2% | 54.8% |
| MMLU-Pro | 84.6% | 78.4% |
| MATH-500 | 91.4% | 93.6% |
| Context Window | 1,000,000 tokens | 256,000 tokens |
| Input Pricing (per 1M) | $0.80 | $0.55 |
| Output Pricing (per 1M) | $2.40 | $2.19 |