Gemini 4 Carbon vs GPT-6.1 Sol
A direct, empirical evaluation of Gemini 4 Carbon (Google DeepMind) against GPT-6.1 Sol (OpenAI).
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.
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 | Gemini 4 Carbon | GPT-6.1 Sol |
|---|---|---|
| SWE-bench Verified | 69.2% | 74.8% |
| MMLU-Pro | 84.6% | 92.4% |
| MATH-500 | 91.4% | 96.2% |
| Context Window | 1,000,000 tokens | 1,000,000 tokens |
| Input Pricing (per 1M) | $0.80 | $1.25 |
| Output Pricing (per 1M) | $2.40 | $5.00 |