Real-time inference

Answers before
the question lands.

A serving path engineered so the only thing between your user and the answer is the model itself.

Free to start · No card required · Live in minutes

µs
routing overhead, by design
4
modalities: chat, code, vision, reasoning
1 API
one call shape for every model
Per-key
rate limits you control

Every millisecond is a customer deciding.

Slow answers feel broken. Users abandon, conversions slip and your product gets blamed for latency it never chose.

01

Overhead everywhere

Layers of proxies and glue add delay before the model even starts thinking.

02

Repeat work

The same prompt is computed again and again, and you pay for it every time.

03

Unpredictable peaks

Traffic spikes turn a snappy product into a spinning wheel.

Capabilities

Speed, engineered in

Every layer of the request path is built to get out of the way.

Lean request path

Routing overhead is designed to be measured in microseconds, not milliseconds.

Response cache

Identical prompts return instantly from a per-account cache, with a window you set.

Smart model resolution

Name a model, or let the platform pick the best enabled match for the capability you ask for.

Rate limits you own

Set requests-per-minute so a runaway script never takes your product down.

Latency on every call

See exactly how long each request took, so you can tune what matters.

Every modality

Chat, code, vision and reasoning — all through the same fast path.

How it works

Real-time in three moves

  1. 1

    Choose your model

    Browse the catalog and enable the models your product needs.

  2. 2

    Tune your cache

    Pick how long a repeated answer stays valid — or turn caching off entirely.

  3. 3

    Go live

    Send traffic through one endpoint and watch latency on every request.

Use cases

Where real-time wins

Live chat

Assistants that keep pace with the conversation.

In-editor code help

Suggestions that appear as fast as your engineers type.

Search and discovery

Smarter results without a slower page.

Moderation and triage

Classify incoming content the moment it arrives.

Outcomes

Speed you can feel

Instant
cache hits

Repeated prompts skip the model entirely and come straight back.

µs
of platform overhead

Designed so the model is the only meaningful wait.

Every
call measured

Latency recorded per request, ready to analyse.

Fast isn’t a feature. It’s the product.

We obsess over every microsecond so your users never have to.

FAQ

Questions, answered

What does “microseconds” refer to?

The overhead our routing layer adds by design. Total response time also depends on the model and the size of your request.

How does caching work?

Identical prompts on your account can be answered from cache within a window you configure. Set it to zero to disable caching.

Is the cache shared between customers?

No. The cache is keyed per account, so you are only ever served your own responses.

Can I stop a runaway client?

Yes. Set a requests-per-minute limit, and revoke any key instantly from the console.

Do all models support real-time use?

Every model in the catalog is served through the same fast path; the model detail view shows what each one is best at.

Feel the difference.

Send your first real-time request in minutes — free.