Head to head · GPU compute · October 2026 research run

CoreWeave vs Crusoe Cloud

Crusoe Cloud scores 63.4 (B) on agent readiness against CoreWeave's 61.5 (C), and leads in 2 of 7 scored categories. CoreWeave leads on agent ergonomics. Both do gpu compute.

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

Which one, for what

CoreWeave C

Good for Teams that already run Kubernetes and need whole multi-GPU nodes or clusters for training and dedicated inference, with a contract and IAM.

Ahead on

  • Agent ergonomics, 58 against 45

Watch for

No self-serve route. CoreWeave's sales team approves an organisation and emails the activation link before a token can be created

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

  • Reliability, 66 against 50
  • Payments & pricing, 30 against 20

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.

Score by category

CategoryWeight this runCoreWeaveCrusoe CloudEdge
Reliability16%205066Crusoe Cloud +16
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27979even
Agent ergonomics13%16.25845CoreWeave +13
Security & auth14%17.57474even
Payments & pricing10%12.52030Crusoe Cloud +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88076CoreWeave +4
Transparency & trust7%8.87777even
Negative events≤1500
Total61.5 · C63.4 · B

Facts side by side

FactCoreWeaveCrusoe Cloud
KindHTTP APIHTTP API
VendorCoreWeave, Inc.Crusoe
Hosted endpointhttps://api.coreweave.comhttps://api.cloud.crusoe.ai/v1
TransportsHTTPHTTP, stdio
AuthTokenAPI key
PricingPay per usePay per use
x402nono
LicenceProprietary service under CoreWeave's Terms of Service. The Terraform provider on GitHub is MITProprietary 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 repository
Tools exposed3841
Read-only variant documentednoyes
llms.txtyesyes
Last release2026-10-022026-10-08
Terms last updated2022-06-30couldn't be read
Privacy policy last updated2026-02-24couldn't be read
Customer content may train modelsnot found in the textcouldn't be read
Terms restrict automated accessnot found in the textcouldn't be read
Terms restrict benchmarkingnot found in the textcouldn't be read
Terms or service can change without noticeyescouldn't be read
Arbitration or class-action waivernot found in the textcouldn't be read
Popularitynone7 npm/wk

Verdicts

CoreWeave

Per-hour prices for 8-GPU H100, H200 and B200 nodes are public, the docs ship as Markdown with llms.txt and embedded OpenAPI specs, and IAM has read-only roles per service. An organisation must be approved by CoreWeave's sales team before any token exists, and no request rate limits were found in the reviewed documentation.

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.

Before you call either

CoreWeave

  1. Create an API access token at console.coreweave.com/tokens with an expiry and send it as Authorization: Bearer to https://api.coreweave.com
  2. Add GPUs by applying a NodePool resource (compute.coreweave.com/v1alpha1) to a CKS cluster with instanceType and targetNodes. instanceType can't be changed afterwards
  3. Set targetNodes to 0 or delete the Node Pool when a job ends. Nodes are whole 8-GPU machines billed by the hour
  4. Never pass dry_run to the MCP tool coreweave_kubectl_apply expecting a preview. The reference says the parameter is ignored and the manifest is applied
  5. Use a separate Forge API key and https://api.inference.wandb.ai/v1 for Serverless Inference. A CoreWeave API access token doesn't work there

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.

Questions

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

Crusoe Cloud scores 63.4 (B) on agent readiness against CoreWeave's 61.5 (C), and leads in 2 of 7 scored categories. CoreWeave leads on agent ergonomics.

Do CoreWeave and Crusoe Cloud need an API key?

CoreWeave needs an access token. Crusoe Cloud needs an API key.

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

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

Other comparisons with CoreWeave or Crusoe Cloud

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.