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Head to head · GPU compute · October 2026 research run

Crusoe Cloud vs Thunder Compute

Crusoe Cloud scores 63.4 (B) on agent readiness against Thunder Compute's 56.1 (C), and leads in 5 of 7 scored categories. 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 Thunder ComputeThunder Compute · HTTP API C56.1/100#640 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

  • Schema & documentation, 79 against 70
  • Security & auth, 74 against 51
  • Payments & pricing, 30 against 20
  • Transparency & trust, 77 against 64

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.

Thunder Compute C

Good for Agents in coding tools that rent a single persistent GPU machine for development, fine-tuning or a model server, at low hourly prices and over MCP.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No rate limits, 429 guidance or SLA were found in the reviewed documentation, and the terms disclaim availability

Score by category

CategoryWeight this runCrusoe CloudThunder ComputeEdge
Reliability16%206665Crusoe Cloud +1
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27970Crusoe Cloud +9
Agent ergonomics13%16.24548Thunder Compute +3
Security & auth14%17.57451Crusoe Cloud +23
Payments & pricing10%12.53020Crusoe Cloud +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87679Thunder Compute +3
Transparency & trust7%8.87764Crusoe Cloud +13
Negative events≤1500
Total63.4 · B56.1 · C

Facts side by side

FactCrusoe CloudThunder Compute
KindHTTP APIHTTP API
VendorCrusoeThunder Compute
Hosted endpointhttps://api.cloud.crusoe.ai/v1https://api.thundercompute.com:8443/v1
TransportsHTTP, stdioHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingPay per usePay per use
Price for gpu computenot published$0.219 per GB per month
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 Thunder Compute's Terms and Conditions. The tnr CLI on GitHub is MIT
Tools exposed4128
Read-only variant documentedyesno
llms.txtyesyes
MCP registrynot listedio.github.Thunder-Compute/thunder-compute
Last release2026-10-082026-09-16
Terms last updatedcouldn't be read2026-09-28
Privacy policy last updatedcouldn't be read2026-09-28
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 readyes
Arbitration or class-action waivercouldn't be readyes
Popularity7 npm/wk34 stars

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.

Thunder Compute

The hosted MCP server signs in with OAuth and separate read and write scopes, and the REST API has a public OpenAPI 3.1 document with keyless price and availability endpoints. No rate limits, SLA or API changelog were found, instance creation has no idempotency key, and instances cannot be stopped, only deleted.

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.

Thunder Compute

  1. Call GET /v2/status or the get_availability tool before creating an instance. Availability can change before launch, and creation fails when a type is sold out.
  2. List instances before retrying a failed create, because the call has no idempotency key.
  3. Pass public_key on create. If omitted, the response carries a generated private key that is returned once.
  4. To pause work, create a snapshot, delete the instance and later create a new instance from the snapshot. Snapshot storage keeps billing until deleted.
  5. For headless use set TNR_API_TOKEN to a token from the console. The MCP server needs a browser sign-in on first connection.

Questions

Which is better for AI agents, Crusoe Cloud or Thunder Compute?

Crusoe Cloud scores 63.4 (B) on agent readiness against Thunder Compute's 56.1 (C), and leads in 5 of 7 scored categories.

Do Crusoe Cloud and Thunder Compute need an API key?

Crusoe Cloud needs an API key. Thunder Compute takes an API key or an OAuth sign-in.

Can an agent call Crusoe Cloud and Thunder Compute without installing anything?

Yes. Crusoe Cloud has a hosted endpoint at https://api.cloud.crusoe.ai/v1 and Thunder Compute at https://api.thundercompute.com:8443/v1.

Other comparisons with Crusoe Cloud or Thunder Compute

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