Gemini 4 Carbon vs TypeSafe AI Jev
A direct, empirical evaluation of Gemini 4 Carbon (Google DeepMind) against TypeSafe AI Jev (TypeSafe AI (Diogo Almeida)).
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.
TypeSafe AI Jev
Developed by TypeSafe AI (Diogo Almeida) · Non-Autoregressive System 1 Transformer parameters
Sub-15ms operational tasks, 100% schema-valid JSON extraction, deterministic tool dispatch, and high-throughput agent routing.
| Metric | Gemini 4 Carbon | TypeSafe AI Jev |
|---|---|---|
| SWE-bench Verified | 69.2% | 68.4% |
| MMLU-Pro | 84.6% | 84.6% |
| MATH-500 | 91.4% | 91.2% |
| Context Window | 1,000,000 tokens | 32,000 tokens |
| Input Pricing (per 1M) | $0.80 | $0.06 |
| Output Pricing (per 1M) | $2.40 | $0.12 |