Head to head · GPU compute · October 2026 research run

Crusoe Cloud vs Vast.ai

Crusoe Cloud and Vast.ai score within a point of each other on agent readiness, 63.4 (B) and 62.6 (B). Vast.ai leads on agent ergonomics and maintenance & community. Both do gpu compute.

Best GPU and serverless compute for AI workloads · All 167 gpu compute comparisons

Which one, for what

Crusoe Cloud B

Good for Teams that want whole GPU machines or clusters with managed Kubernetes or Slurm in the US, Iceland or Norway, under an SLA, and are content to manage lifecycles themselves.

Ahead on

  • Payments & pricing, 30 against 20
  • Transparency & trust, 77 against 62

Also in its favour

  • Runs on your own machine

Watch for

No idempotency key or safe-retry guidance was found for create and delete calls, which return asynchronous operations to poll.

Vast.ai B

Good for Cost-sensitive training, batch work and self-managed inference where the agent can search listings, set a price cap and tolerate host variance or interruption.

Ahead on

  • Agent ergonomics, 57 against 45
  • Maintenance & community, 81 against 76

Watch for

No SLA. The terms say availability is not guaranteed and the service can change without notice

Score by category

CategoryWeight this runCrusoe CloudVast.aiEdge
Reliability16%206665Crusoe Cloud +1
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27978Crusoe Cloud +1
Agent ergonomics13%16.24557Vast.ai +12
Security & auth14%17.57472Crusoe Cloud +2
Payments & pricing10%12.53020Crusoe Cloud +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87681Vast.ai +5
Transparency & trust7%8.87762Crusoe Cloud +15
Negative events≤1500
Total63.4 · B62.6 · B

Facts side by side

FactCrusoe CloudVast.ai
KindHTTP APIHTTP API
VendorCrusoeVast.ai Inc.
Hosted endpointhttps://api.cloud.crusoe.ai/v1https://console.vast.ai/api/v0
TransportsHTTP, stdioHTTP
AuthAPI keyAPI key
PricingPay per usePay per use
x402nono
LicenceProprietary service under the Crusoe Cloud Platform Terms of Service. The Go client and the MCP server package are MIT. The CLI ships as binaries, and no licence file was found in the Terraform provider repositoryProprietary service under Vast.ai's Terms of Use Agreement. The vastai CLI and Python SDK on GitHub are MIT
Tools exposed41none
Read-only variant documentedyesno
llms.txtyesyes
Last release2026-10-082026-10-02
Terms last updatedcouldn't be read2026-09-01
Privacy policy last updatedcouldn't be read2025-06-18
Customer content may train modelscouldn't be readnot found in the text
Terms restrict automated accesscouldn't be readyes
Terms restrict benchmarkingcouldn't be readyes
Terms or service can change without noticecouldn't be readyes
Arbitration or class-action waivercouldn't be readyes
Popularity7 npm/wk223 stars, 33k PyPI/wk

Verdicts

Crusoe Cloud

The v1 REST API has a published OpenAPI description, Markdown docs, HMAC-signed keys, reader roles and a 90-day audit log, with on-demand GPU prices public. No idempotency keys or control-plane rate limits were found, spot and B200 prices go through sales, and a storage outage in eu-norway1 lasted about four hours on 29 September 2026.

Vast.ai

API keys can be limited by permission category and by resource ID, the REST API has a public OpenAPI 3.1 file, and the CLI ships weekly with a skill file for coding agents. Machines belong to independent hosts, prices move with the market, rate-limit thresholds are unpublished, and there is no SLA or free tier.

Before you call either

Crusoe Cloud

  1. Sign every request. Build the payload from path, sorted query string, verb and X-Crusoe-Timestamp, HMAC-SHA256 it with the base64url-decoded secret, and send Authorization: Bearer 1.0:<access_key_id>:<signature>.
  2. Use https://api.cloud.crusoe.ai/v1. Some docs pages and the MCP server still name api.crusoecloud.com and /v1alpha5.
  3. Creates, updates and deletes return an operation. Poll the matching operations endpoint for state, and list existing resources by name before retrying a create, because no idempotency key was found.
  4. Managed AI uses separate Intelligence API keys and hosts, api.inference.crusoecloud.com for OpenAI-compatible calls and api.intelligence.crusoecloud.com for files and fine-tuning jobs.
  5. Delete a VM and its disks to stop charges. A stopped on-demand VM is not billed for compute, but its 128 GB OS disk still bills at $0.08 a GiB-month.

Vast.ai

  1. Create a scoped key with vastai create api-key --permissions for the agent. A default key has full account access, billing and key management included
  2. Pass --raw on every CLI command for JSON output, and -y on vastai destroy instance, which otherwise waits for a confirmation prompt
  3. Register an SSH key with vastai create ssh-key before creating an instance, or the host is unreachable
  4. Destroy instances when finished. A stopped instance still bills storage, and a zero balance without a saved card leads to deletion
  5. Back off on HTTP 429 yourself when calling REST directly. The CLI retries 429 three times from 0.15 seconds
  6. Filter searches with verified=true or the Secure Cloud option for sensitive data, and set a dph_total price cap

Questions

Which is better for AI agents, Crusoe Cloud or Vast.ai?

Crusoe Cloud and Vast.ai score within a point of each other on agent readiness, 63.4 (B) and 62.6 (B). Vast.ai leads on agent ergonomics and maintenance & community.

Do Crusoe Cloud and Vast.ai need an API key?

Both need an API key.

Can an agent call Crusoe Cloud and Vast.ai without installing anything?

Yes. Crusoe Cloud has a hosted endpoint at https://api.cloud.crusoe.ai/v1 and Vast.ai at https://console.vast.ai/api/v0.

Other comparisons with Crusoe Cloud or Vast.ai

Machine-readable

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