Grouping — Model Source

Pick the right model — for the right task — every time.

XFMS is the model-selection layer. Stated purpose in, ranked shortlist out — with quality, cost, latency, and capability fit weighted against eight third-party evaluators. No provider self-reports. No single-source dependence. Hosted MCP endpoint at xfms.vercel.app/mcp/ — one-line install, no OpenRouter key needed.

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Modules in Model Source

1 module — each does one thing.

XF Model Source
XFMS

Pick the right LLM for every task — quality, cost, latency, and capability fit in a single ranked answer.

Full breakdown →
Other groupings
Quality Gates → Memory Layer → Decomposition Engine → Routing → Context →