Virtual GPU · releasing soon

A graphics card. In software. On any device.

It does the heavy compute a GPU does — rendering, simulation, model inference — by reading the structure of the work and computing only what actually changed. Drop it on a laptop, a Mac, a phone. The machine you already own becomes the cluster.

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The idea

Stop computing what you can read.

A graphics card recomputes every pixel, every frame — brute force, in silicon. Powerful, but blind: it does the same enormous amount of work whether the scene changed a little or a lot.

This reads the structure of the work first, then materializes only the part that is genuinely new — exact, certified. The result is the same. The work is a fraction. And the harder the job, the more it skips.

0less work, identical result
EXACT✓certified, not approximated
ANYDEVICElaptop · mac · phone
NOCARDpure software
Graphics card · every cell, every frame
Virtual GPU · only what changed
How it works

Read. Reuse. Materialize.

01

Read the structure

Before computing anything, it reads the shape of the work — what's shared, what repeats, what actually changed. Structure a graphics card is blind to, because silicon just starts multiplying.

02

Reuse the invariant

The part that didn't change is kept, not recomputed. A static background, a settled field, a fixed operator — formed once, reused for as long as it holds.

03

Materialize only the departure

Only the genuinely new part is computed — and certified exact against the true result. Work scales with what changed, never with how many pixels there are. That's the whole trick, and it's why it wins.

Why it wins
A graphics card walks every step. We teleport.
Read what changed · reuse the rest · skip the work the card repeats — same destination, a fraction of the road.
A different cost class
It replaces the card. It doesn't lean on one.
Wins where a GPU spends its time · exact and certified · runs on any device
What you get

GPU-class compute, in a file you own.

No card, no cloud bill, no lock-in — a capsule you download that turns the machine you already have into a virtual GPU, and does the expensive work at a fraction of the cost, exact.

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Runs local

Install the capsule — it runs on your laptop, Mac, or phone. Offline and private; nothing leaves the device.

⤓

One download

No drivers, no hardware, no setup. A single file — your old machine starts acting like a cluster.

✓

Exact, certified

Every result checked against ground truth: pixel-identical rendering, byte-identical inference — never silently wrong.

☁

Cloud — coming

Rent the same engine at scale when you need it. Same capsule, same results, on demand.

Releasing soon — join the waitlist below for first access.

First access

Releasing soon.

Join the waitlist and you'll get first access — and first pricing — the day it drops.