ConvAI Laya vs Gemini 4 Carbon
A direct, empirical evaluation of ConvAI Laya (ConvAI Innovations (Vishal Mysore / visrow)) against Gemini 4 Carbon (Google DeepMind).
ConvAI Laya
Developed by ConvAI Innovations (Vishal Mysore / visrow) · 421 Million (ModernBERT-large Backbone) parameters
Client-side in-browser decision execution via WebGPU/WASM, zero-cost operational routing, private on-device medical/financial triage, and domain-specific fine-tuning.
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.
| Metric | ConvAI Laya | Gemini 4 Carbon |
|---|---|---|
| SWE-bench Verified | 64.2% | 69.2% |
| MMLU-Pro | 82.4% | 84.6% |
| MATH-500 | 88.5% | 91.4% |
| Context Window | 8,192 tokens | 1,000,000 tokens |
| Input Pricing (per 1M) | $0.00 | $0.80 |
| Output Pricing (per 1M) | $0.00 | $2.40 |