Pricing Alpha

Pay only for the GPU time that your evaluations use.

Alpha pricing

Alpha pricing is available for a limited time. The prices may change after the alpha. During the alpha, users get up to $75 in free credits, which cover 12.5 GPU hours. That's enough for 1,000+ to 10,000+ episodes in benchmarks like LIBERO, or a few hundred episodes in Isaac Sim benchmarks like DexBench or RoboLab.

$6 per GPU hour

Simulations are billed at $6 per GPU hour, by the second (see What counts as GPU time below). Manifold sets up and runs the simulators for you. It also spreads a run across several GPUs so that it finishes sooner. Each run comes with a failure report, experiment tracking and replays of its episodes.

Compare the cost

Manifold helps you avoid all the hidden costs of running high quality simulations: idle GPU hours, an engineer to keep the simulators running, and agent tokens.

With Manifold−91%

$6.00per GPU hour

• Included: Fast multi-GPU simulation
• Included: Failure reports and tracking
• Included: New benchmarks every week

200 GPU hours × $6

$1,200

5M tokens

$20

Total a month

$1,220

Without Manifold

$57.79per GPU hour

• DIY GPU setup
• Tracking failures by hand
• Manually set up new benchmarks

Rented GPUs

$1,333

Simulation engineer

$10,224

500M tokens

$2,000

Total a month

$13,558

GPU hours spent running simulations a month200 h200 h

What counts as GPU time

You're billed per second, from the moment the GPU receives its first task until the run ends. Queue time and VM startup are free.

For example: if a run waits 10 minutes in the queue, then runs on 8 GPUs for 30 minutes, you're billed for 4 GPU hours, or $24.

Billed by the second

1. Queue Not billed
2. VM start Not billed
3. Load simulator Billed
4. Load policy Billed
5. Run episodes Billed
6. Run ends Not billed

Not billed Not billed

To start a run, sign in to Manifold.