STAGE // SHIFTED FLOW-MATCHING SIGMA SCHEDULE & HARMONIC OSCILLATOR TRAJECTORY x(t)
MCP STDIO READY // 0.18 µs EXECUTION
partikel is a Tier-0 native Rust execution engine and Model Context Protocol (MCP) server that offloads exact math, physics, and code AST transforms from LLMs. Instead of burning tokens guessing arithmetic or geometry, AI agents call partikel to compute verified results in under a microsecond.
$ cargo install partikel
| Subsystem / Operation | Node.js / Python MCP Baseline | partikel Tier 0 (Rust) | Speedup | Token Cost |
|---|---|---|---|---|
| Flow-Matching Sigma Schedule (10k calls) | 19.40 ms | 0.18 ms | 107.8x | 0 tokens |
| Harmonic Spring Constants + 64-pt Trajectory (10k calls) | 42.80 ms | 0.49 ms | 87.3x | 0 tokens |
| WCAG 2.2 Luminance & Contrast Check (10k calls) | 28.50 ms | 0.31 ms | 91.9x | 0 tokens |
| Tailwind Box-Model Cascade Sorter (10k calls) | 76.20 ms | 0.94 ms | 81.1x | 0 tokens |
| Full 35-Spec 4K Catalog Audit + Tier 0 Suite | 342.00 ms | 3.85 ms | 88.8x | 0 tokens |