Speed without losing control of cost, policy, or privacy.

TokenSwitch sits between your coding agents and model providers. It classifies every task, routes it to the cheapest capable model, and escalates to a frontier model only when the work demands it.

your agentTokenSwitchclassify · routeQwen3 Codereconomy · cheapest capableOpenAI GPT-5.5balanced · most tasksClaude Opusfrontier · escalate when needed
up to 63%
lower model spend
<15ms
added latency (p50 target)
0
prompts stored
Before vs. after

Stop paying frontier prices for every task

Most coding tasks don’t need a frontier model. TokenSwitch picks the model each task deserves — free, open-source, and cheaper models for the routine work, and a frontier model only when it counts.

Without TokenSwitch
One expensive model for everything
  • Rename a symbolClaude Opus
  • Generate a unit testClaude Opus
  • Explain a stack traceClaude Opus
  • Refactor a serviceClaude Opus
  • Design a DB migrationClaude Opus
Example monthly model spend
$4,200
With TokenSwitch
The model each task deserves
−63%
  • Rename a symbolQwen3 Coder · OSS · free
  • Generate a unit testQwen3 Coder · open-source
  • Explain a stack traceGPT-5.5 mini · cheap
  • Refactor a serviceOpenAI GPT-5.5 · balanced
  • Design a DB migrationClaude Opus · frontier
Same work, same quality bar
$1,560$2,640 saved / mo

Illustrative example for a typical mix of coding tasks — your savings depend on workload and current model prices.

How it works

A switch on every request — flipped intelligently

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.