Cloud compute, reimagined

Affordable compute for everyone.

Run workloads on real machines worldwide — or earn by sharing the power you're not using.

The problem

Compute is too expensive and too scarce

Big cloud providers weren't built for everyday developers, researchers, or small teams.

$3.06/hr

avg GPU cost

Cloud bills add up fast

Traditional providers charge premium rates for GPU time — even when you only need a few hours.

72%

over-provisioned

Built for enterprises

Complex dashboards and contracts that most teams never fully need.

10×

vs. mesh rates

GPUs are expensive

AI and rendering need serious hardware that most people can't justify buying.

68%

capacity idle

Machines sit idle

Millions of powerful computers go unused while demand for compute keeps growing.

How it works

From upload to results in five steps

Mesh handles the matching, execution, and billing so you can focus on your work.

Step 1

Upload your files

Add your workload — scripts, models, or data.

Step 2

We find a machine

Mesh matches your job to an available compute provider.

Step 3

It runs

Your job executes on real hardware, anywhere in the world.

Step 4

Get your results

Download outputs as soon as processing finishes.

Step 5

Pay only for what ran

You're charged automatically — no invoices, no surprises.

2,400+

Compute providers

18K+

Jobs completed

94%

Success rate

40+

Countries

Benefits

Built for developers and providers alike

Whether you're running workloads or sharing a machine, Mesh keeps things simple.

Pay as you go

No subscriptions or minimums. You're billed only for the compute you actually use.

Affordable GPUs

Access powerful hardware at a fraction of traditional cloud rates.

Global availability

Run jobs on machines across regions — pick what fits your workload.

Secure by default

Jobs run in isolated environments. Your data stays yours.

One-click sign in

Get started in seconds with email or Google — no setup headaches.

Automatic billing

Payments happen when jobs finish. No invoices to chase.

Supported workloads

Real image processing

Upload a photo — Mesh runs background removal, upscaling, or enhancement on shared compute.

Popular

Background Removal

Remove the background from a photo and get a clean transparent PNG.

Image Upscaling

Enlarge your image 2× with high-quality resampling for sharper detail.

Image Enhancement

Improve clarity with sharpening, contrast, and color normalization.

FAQ

Common questions

Everything you need to know before getting started.

Mesh is a cloud compute platform that connects people who need processing power with people who have spare capacity on their machines. Run jobs affordably, or earn by sharing what you're not using.

You pay only for the compute your job uses. Rates depend on the machine and workload type — typically well below traditional cloud pricing. You'll see an estimate before you start.

AI training, software builds, image and video processing, scientific simulations, and custom scripts. If it can run on a standard machine, Mesh can likely handle it.

When a job runs on your machine, you earn automatically. Earnings show up in your dashboard and can be withdrawn on a regular schedule.

Jobs run in isolated environments. Your files are encrypted in transit, and providers never get access to your data beyond what's needed to run the job.

Developers can upload files and start compute in a few clicks. Providers need a capable machine and our lightweight agent — setup takes about five minutes.

Ready to get started?

Join developers running affordable compute — or share your machine and start earning today.