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About

How we rank & score
Head-to-head · Cloud GPU & AI Compute

Vast.ai vs CoreWeave

Both are alternatives to AWS GPU Instances. Here's how they stack up — verified facts, no spin.

Also searched as CoreWeave vs Vast.ai — same comparison, one verdict.

The short answer

Vast.ai and CoreWeave are closely matched on ownership (52 vs 46) — this one comes down to pricing and to which trade-offs below you can live with.

52

Vast.ai

A marketplace where hosts bid for your workload — the cheapest hour available.

SOURCE-AVAILABLEProprietary (hosted marketplace)

Vast.ai is a peer-to-peer marketplace rather than a cloud: independent operators list spare GPUs and you rent whichever meets your requirements, with H100 capacity often appearing around $1.87 per hour and older cards far cheaper. Because supply is competitive, it is reliably the lowest price in this comparison. The trade-off is exactly what you would expect from a marketplace — hardware, network quality and host reliability vary listing by listing, and prices float in real time rather than sitting on a rate card.

46

CoreWeave

Bare-metal Kubernetes at enterprise scale — where large training runs actually live.

SOURCE-AVAILABLEProprietary (hosted service)

CoreWeave is the specialist that competes with hyperscalers rather than undercutting them: bare-metal GPU nodes, Kubernetes-native orchestration and high-bandwidth interconnect built for training runs spanning many machines. H100 PCIe capacity lists around $4.25 per hour — the most expensive alternative here and still roughly a third of AWS. It is the honest answer for organisations running large distributed training that need enterprise contracts and support, and overkill for anyone fine-tuning on a single card.

Side by side

6 points of comparison, every one read from a verified field. Green marks the side that wins a row outright. A dash means we do not hold that fact — never that it is zero.

 Vast.aiCoreWeave
Sovereignty ScoreOur transparent 0–100 composite for data ownership and exit cost.5246
Open sourceNoNo
Self-hostableNoNo
Local-first dataNoNo
LicenseProprietary (hosted marketplace)Proprietary (hosted service)
PricingMarketplace pricing that fluctuates with supply — H100 listings commonly near $1.87/hr, consumer cards such as the RTX 4090 dramatically cheaper. Interruptible bids cost less again. Rates observed 2026-07-30.H100 PCIe around $4.25/hr on demand, with committed contracts materially cheaper. Enterprise agreements are quote-based. Verified 2026-07-30.
The verdict

Vast.ai edges it on the Sovereignty Score, but the right pick depends on the trade-offs below.

Vast.ai

Strengths

  • +Consistently the cheapest GPU hours available anywhere in this comparison
  • +Enormous variety, including consumer cards ideal for smaller models
  • +Interruptible bidding drops the price further for tolerant workloads
  • +No commitment and no minimum spend

Trade-offs

  • Host quality varies — reliability, network and disk speed are not uniform
  • Prices move in real time, so budgeting is harder than a fixed rate card
  • Least suitable of these for anything sensitive: hardware is operated by third parties
  • No meaningful enterprise support or compliance story

CoreWeave

Strengths

  • +Bare metal with high-bandwidth interconnect — built for multi-node training
  • +Kubernetes-native, so it fits an existing platform team's tooling
  • +Enterprise contracts, support and capacity guarantees
  • +About a third of AWS on-demand pricing at scale

Trade-offs

  • The most expensive alternative here — clearly aimed at large workloads
  • Kubernetes-first means real platform expertise is assumed
  • Overkill for single-GPU experiments or light fine-tuning
  • Enterprise pricing is opaque until you talk to sales

Which one fits you

The trade-offs above, turned into a decision. Find the line that describes your team.

Choose Vast.ai

if a lower exit cost matters more to you than any single feature, and consistently the cheapest GPU hours available anywhere in this comparison.

Choose CoreWeave

if bare metal with high-bandwidth interconnect — built for multi-node training.

Neither, yet

if both carry a real cost you should weigh first — host quality varies — reliability, network and disk speed are not uniform, and the most expensive alternative here — clearly aimed at large workloads. If either of those is a dealbreaker for your team, the shortlist is wrong rather than the choice.

Vast.ai vs CoreWeave — common questions

Is Vast.ai a better fit than CoreWeave for cloud gpu & ai compute?

It depends on what you are optimising for, and the honest split is this: Vast.ai scores 52 to CoreWeave's 46 on data ownership and exit cost, so it is the safer choice if you care about being able to leave. CoreWeave earns its place on a different axis — bare metal with high-bandwidth interconnect — built for multi-node training. Neither is a wrong answer for every team; the table above is the actual comparison.

What happens if we want to switch later?

Neither of these is local-first by default, so plan the exit at the point you adopt rather than later. Export what matters on a schedule instead of trusting you can retrieve it on demand — that is the most common way a cloud gpu & ai compute migration turns into a project instead of an afternoon.

Are Vast.ai and CoreWeave both alternatives to AWS GPU Instances?

Yes — both appear in our AWS GPU Instances comparison, which is why they are worth putting side by side. People usually arrive here already having decided to move off AWS GPU Instances and now choosing between the two replacements, which is a narrower and much easier question.

See all 4 AWS GPU Instances alternatives →

Related alternative guides

Facts verified 2026-07-30. Licenses and pricing change — spotted something out of date? That's a correction we want.

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