How it works
We prove a cheaper model matches
before we switch you to it.
Four stages. Your baseline is protected the whole way. If we can't prove it, we don't route it.
STAGE 01 / 04
Without Parity Layer
Every request goes straight to your provider, at full price.
You pay whatever your provider charges, on every call, and you have no idea what a cheaper model could do on your traffic, because nothing ever tests one. This is where every AI-native team starts, and where most stay.
STAGE 02 / 04
Connect in two lines
Point your SDK at Parity. Nothing else changes.
We forward every request to your current provider, same model, same output, and routing is free. You connect your current provider once and we handle every provider we route to after that. Your users see nothing, your prompts stay untouched.
STAGE 03 / 04
We prove a cheaper LLM can beat it
Cheaper models are tested against your real traffic, invisibly.
In parallel, our patent-pending process gets a cheaper model producing results as good as yours, or better, judged blind against your own model's consistency. Your live traffic never changes, and the proving is free, unlimited prompts.
STAGE 04 / 04
Proven. Switch, and save.
When a cheaper model beats your own model's bar, you flip the switch.
Your own model sets the bar: we measure how consistent it is with itself, and a cheaper model has to match or beat that on your real requests, prompt by prompt. Once proven, you activate in one click at one simple lower price, saving 30 to 60% on every request, and if quality ever drops we fall back to your baseline instantly.
STAGE 01 / 04
Without Parity Layer
Every request goes straight to your provider, at full price.
You pay whatever your provider charges, on every call, and you have no idea what a cheaper model could do on your traffic, because nothing ever tests one. This is where every AI-native team starts, and where most stay.
STAGE 02 / 04
Connect in two lines
Point your SDK at Parity. Nothing else changes.
We forward every request to your current provider, same model, same output, and routing is free. You connect your current provider once and we handle every provider we route to after that. Your users see nothing, your prompts stay untouched.
STAGE 03 / 04
We prove a cheaper LLM can beat it
Cheaper models are tested against your real traffic, invisibly.
In parallel, our patent-pending process gets a cheaper model producing results as good as yours, or better, judged blind against your own model's consistency. Your live traffic never changes, and the proving is free, unlimited prompts.
STAGE 04 / 04
Proven. Switch, and save.
When a cheaper model beats your own model's bar, you flip the switch.
Your own model sets the bar: we measure how consistent it is with itself, and a cheaper model has to match or beat that on your real requests, prompt by prompt. Once proven, you activate in one click at one simple lower price, saving 30 to 60% on every request, and if quality ever drops we fall back to your baseline instantly.
No live traffic to share yet?
Upload a sample of your past requests, a JSONL export, and we'll prove a cheaper model matches your results before you change a single line of code.
Two-line config. See your first proof in a day.
Unlimited prompts are free. No credit card. Patent-pending proof system. Instant fallback if anything drifts.