Claude Fable 5.1 vs ConvAI Laya
A direct, empirical evaluation of Claude Fable 5.1 (Anthropic) against ConvAI Laya (ConvAI Innovations (Vishal Mysore / visrow)).
Claude Fable 5.1
Developed by Anthropic · Proprietary Frontier parameters
Full-repository software refactoring, agentic tool workflows, formal verification, and 1.5M-token needle retrieval.
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.
| Metric | Claude Fable 5.1 | ConvAI Laya |
|---|---|---|
| SWE-bench Verified | 82.8% | 64.2% |
| MMLU-Pro | 92.4% | 82.4% |
| MATH-500 | 97.9% | 88.5% |
| Context Window | 1,500,000 tokens | 8,192 tokens |
| Input Pricing (per 1M) | $12.00 | $0.00 |
| Output Pricing (per 1M) | $60.00 | $0.00 |