Stop paying frontier prices for every task.

TokenSwitch routes each task to the cheapest model that can do it — free and open-source models for routine work, and a frontier model only when the work demands it.

4 in 5
coding tasks never need a frontier model
Where your requests actually goper 100
52%
Free & open-source
Qwen3 Coder · Llama
28%
Cheaper & mid-tier
GPT-5.5 mini · GPT-5.5
20%
Frontier
Claude Opus · escalated

Typical coding-agent task mix — TokenSwitch escalates to a frontier model only when a task needs it.

up to 63%
lower model spend
<15ms
added latency (p50 target)
0
prompts stored
How it works

A switch on every request — flipped intelligently

your agentTokenSwitchclassify · routeQwen3 Codereconomy · cheapest capableOpenAI GPT-5.5balanced · most tasksClaude Opusfrontier · escalate when needed
01
Classify

Every task is scored by complexity, cost sensitivity, and risk — before a single token is spent on a frontier model.

02
Route

The request goes to the least expensive model likely to complete it — across your approved providers like OpenRouter.

03
Escalate

If a cheaper model falls short or the task needs more power, TokenSwitch escalates automatically.

Control without slowing teams

Visibility and governance for every AI coding dollar

Explore controls →
Budgets & spend caps

Set soft and hard limits per developer, team, or repo. Routing pauses before you blow the budget.

Model & provider controls

Decide exactly which models and providers are allowed — and enforce data residency.

Privacy by default

Prompts and source code are never stored. Only privacy-safe metadata leaves your environment.

Configurable escalation

Write rules for when to start strong and when to switch up — by task type, path, or failure.

Keep the speed.
Take back control.

Connect your agents to TokenSwitch and see your projected savings in minutes — no prompts stored, ever.