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Vast.ai Alternatives for Video Generation
Video diffusion, where a single clip can occupy a large card for minutes at a time.
What video generation actually needs
Why people look past Vast.ai for this
Model weights here are the largest of any of these jobs, so a cold box is expensive in wall-clock before it renders a single frame. That is exactly the gap Vast.ai does not close: Vast.ai is usually the cheapest raw dollar-per-hour on the market, because hosts bid against each other and you absorb the variance in reliability. The honest framing is not us-versus-them on price: it is whether the environment you build survives the box it was built on.
To be fair, Vast.ai's real strength is real: Raw price. A host-bid marketplace with interruptible instances will beat brokered on-demand capacity on the low end, and that is by design.
Live rates for the GPUs video generation wants
| GPU | From (per GPU/hr) | Providers |
|---|---|---|
| H100 | $2.19 | 7 |
| RTX 5090 | $0.692 | 3 |
| L40S | $0.869 | 5 |
| A100 | $1.17 | 4 |
Live per-GPU rates from Aquanode's marketplace. Refreshes hourly.
How you run it here today
Run it today as a Pod: the console's own image workload card preselects the right template for this job.
Restoring an environment requires a snapshot that already exists. Stopping a deployment yourself captures it on the way out, so you can bring it back later on any provider. A provider-side termination is different: it is only recoverable if you had already switched automated snapshots on for that deployment, and it costs you the work since the last one. Automated snapshots are opt-in, nothing runs until you start it, and with none running there is nothing to restore.
More alternatives pages
Other workloads on Vast.ai
Video Generation alternatives to other clouds
Related reading: H100 pricing and specs, The best GPUs for AI, ranked, and Best GPU for LLM inference.
