Try it

Demos

See Warppool in action. Each demo runs a real compute job on your browser's GPU — no sign-up required.

Monte Carlo Pi Estimation

The classic embarrassingly parallel job. Random points land in a unit square; the ratio inside the quarter-circle converges to pi. Runs a real WGSL (the standard GPU shader language) compute shader with hits aggregated on the GPU.

Type Monte CarloRuntime ~30s
Try it on the homepage

RL Gridworld

Distributed Q-learning across browser GPU workers. Watch a grid-world agent learn to navigate in real time as multiple workers contribute training episodes in parallel.

Type Reinforcement learningWorkers 1–N
Launch demo

Newspaper Embed

A mock newspaper site with the Warppool embed widget active. See exactly what a visitor experiences: the consent banner, the running state badge, and the stop behavior when you close the tab.

Type Embed widget demoShows Publisher flow
View demo site

Ready to run your own workload?

These demos show what's possible. Submit your own WGSL kernel and put the network to work.

Submit a job Embed on your site