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Head to head · GPU compute · October 2026 research run

Crusoe Cloud vs Verda

Crusoe Cloud scores 63.4 (B) on agent readiness against Verda's 62.3 (B), and leads in 3 of 7 scored categories. Verda leads on agent ergonomics and maintenance & community. Both do gpu compute.

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

Crusoe CloudCrusoe · HTTP API B63.4/100#396 of 950 VerdaVerda · HTTP API B62.3/100#438 of 950

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

  • Security & auth, 74 against 68
  • Payments & pricing, 30 against 20

Also in its favour

  • No incidents deducted, where Verda loses 3 points for them

Watch for

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

Verda B

Good for Agents that rent whole GPU machines or clusters in Finland for training or batch work, or deploy scale-to-zero container endpoints, and that can run a local CLI for MCP.

Ahead on

  • Agent ergonomics, 63 against 45
  • Maintenance & community, 83 against 76

Watch for

No free tier. Accounts are prepaid, and instances are discontinued and volumes deleted when the balance reaches zero

Score by category

CategoryWeight this runCrusoe CloudVerdaEdge
Reliability16%206667Verda +1
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27982Verda +3
Agent ergonomics13%16.24563Verda +18
Security & auth14%17.57468Crusoe Cloud +6
Payments & pricing10%12.53020Crusoe Cloud +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87683Verda +7
Transparency & trust7%8.87776Crusoe Cloud +1
Negative events≤150-3
Total63.4 · B62.3 · B

Facts side by side

FactCrusoe CloudVerda
KindHTTP APIHTTP API
VendorCrusoeVerda
Hosted endpointhttps://api.cloud.crusoe.ai/v1https://api.verda.com/v1
TransportsHTTP, stdioHTTP, stdio
AuthAPI keyOAuth
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 Verda's Terms of Service. The CLI, the Python SDK and the Go SDK on GitHub are Apache-2.0
Tools exposed4118
Read-only variant documentedyesno
llms.txtyesyes
Last release2026-10-082026-10-07
Terms last updatedcouldn't be read2025-09-30
Privacy policy last updatedcouldn't be readno date given
Customer content may train modelscouldn't be readnot found in the text
Terms restrict automated accesscouldn't be readnot found in the text
Terms restrict benchmarkingcouldn't be readyes
Terms or service can change without noticecouldn't be readnot found in the text
Arbitration or class-action waivercouldn't be readyes
Popularity7 npm/wk10k 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.

Verda

The REST API has a public OpenAPI 3.1 document, a dated changelog, published rate limits with Retry-After, and an audit log endpoint. The CLI's MCP server refuses billed or destructive calls without confirm: true. Access needs a browser signup and a prepaid balance, credentials carry one scope, and instance creation has no idempotency key.

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.

Verda

  1. Exchange the client ID and secret at POST /v1/oauth2/token, then send the access token as a Bearer header. It expires after 3,600 seconds, so refresh it.
  2. Send location_code on every create call. Requests without it have returned 400 since March 2026.
  3. Call GET /v1/instance-availability before launching. POST /v1/instances returns 503 service_unavailable when the location has no capacity.
  4. List instances before retrying a failed launch, because create has no idempotency key.
  5. Use the delete action to stop charges. shutdown keeps billing, and deleted volumes stay recoverable for 96 hours unless delete_permanently is set.

Questions

Which is better for AI agents, Crusoe Cloud or Verda?

Crusoe Cloud scores 63.4 (B) on agent readiness against Verda's 62.3 (B), and leads in 3 of 7 scored categories. Verda leads on agent ergonomics and maintenance & community.

Do Crusoe Cloud and Verda need an API key?

Crusoe Cloud needs an API key. Verda uses an OAuth sign-in.

Can an agent call Crusoe Cloud and Verda without installing anything?

Yes. Crusoe Cloud has a hosted endpoint at https://api.cloud.crusoe.ai/v1 and Verda at https://api.verda.com/v1.

Other comparisons with Crusoe Cloud or Verda

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