ConvAI Laya vs Muse Spark 1.3 (xhigh)
A direct, empirical evaluation of ConvAI Laya (ConvAI Innovations (Vishal Mysore / visrow)) against Muse Spark 1.3 (xhigh) (Meta AI).
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.
Muse Spark 1.3 (xhigh)
Developed by Meta AI · Proprietary Multimodal parameters
Autonomous codebase refactoring, terminal execution, million-token long context retrieval, and agentic workflows.
| Metric | ConvAI Laya | Muse Spark 1.3 (xhigh) |
|---|---|---|
| SWE-bench Verified | 64.2% | 75.4% |
| MMLU-Pro | 82.4% | 88.4% |
| MATH-500 | 88.5% | 94.8% |
| Context Window | 8,192 tokens | 1,000,000 tokens |
| Input Pricing (per 1M) | $0.00 | $1.25 |
| Output Pricing (per 1M) | $0.00 | $5.00 |