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Model agnostic by design

Why every task is routed to the best available model, and what that means for quality, cost and lock-in.

Why every task is routed to the best available model, and what that means for quality, cost and lock-in.

No single model is best at everything

Models differ in reasoning depth, speed, price and the kinds of input they handle well. flostate treats them as interchangeable parts and routes each step of a task to the one that fits it.

Quality and cost, measured per task

Because every run is evaluated, routing decisions are based on results rather than benchmarks. When a newer model does better on your work, traffic moves to it automatically.

Freedom to change your mind

Your workflows, memory and evaluations belong to you, not to a model vendor. Switching providers is a configuration change, not a migration project.