How much would TokenSmart save you?
Two inputs. No signup. A conservative planning range before you prove the exact number on your own traffic.
Tell us about your workload
How we estimated this
A cautious planning range for production stacks. The real number depends on frontier-model share, prompt repetition, and whether shadow tests prove safe downgrades.
The ranges start from TokenSmart's v0.0.9 baseline policy run (HumanEval 164 + MT-Bench 80 across 6 frontier models), then we deliberately haircut them for pre-sales use. Pretending we can predict your exact savings to the dollar would be dishonest. The product's job is to turn this estimate into a receipt: asked model, landed model, actual cost, saved cost, and quality evidence from shadow A/B where you enable it.
For paid API models, savings are dollar savings from published token prices. For self-hosted or custom endpoints, TokenSmart can show that traffic moved off a large-model endpoint, but exact dollar savings require your GPU / endpoint cost metadata.
Do not pay yet if...
- Your combined LLM spend is under $50/month. Use Free or self-host; infrastructure savings are probably noise.
- Nearly all traffic already lands on mini / haiku / flash-class models. Prove cache or loop savings first.
- Procurement requires a formal hosted SLA or SOC 2 today. Self-host the Apache-2.0 product or talk to us about Enterprise.
- You cannot bring your own provider keys. TokenSmart hosted is a BYO-key control plane, not a token reseller.
Try it for real
Estimates are estimates. The fastest proof is one real request: TokenSmart shows the asked model, landed model, routing reason, actual cost, and saved cost. The deeper proof is a week of your real traffic in shadow mode, then the Quality Proof card.
max(floor, min(10% × savings, cap)) in Q3 2026 — you'll never pay more than the cap). Monthly billing, cancel any time — max risk is one month for the period you actually used. No refunds, no clawbacks, no exit interview.