# Crusoe Cloud vs Verda

> Crusoe Cloud scores 63.4 (B) to Verda's 62.3 (B) for gpu compute. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/crusoe-cloud-vs-verda
- Markdown: https://www.anchorterminal.com/compare/crusoe-cloud-vs-verda.md (~2,800 tokens)
- Slim: https://www.anchorterminal.com/compare/crusoe-cloud-vs-verda.min.md (~780 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/crusoe-cloud-vs-verda.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-09

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.

- Crusoe Cloud: grade B, 63.4/100, rank #396 of 950. Markdown https://www.anchorterminal.com/tools/crusoe-cloud.md · JSON https://www.anchorterminal.com/api/v1/tools/crusoe-cloud.json
- Verda: grade B, 62.3/100, rank #438 of 950. Markdown https://www.anchorterminal.com/tools/verda.md · JSON https://www.anchorterminal.com/api/v1/tools/verda.json
- Best GPU and serverless compute for AI workloads: https://www.anchorterminal.com/best/gpu-compute/index.md
- All 167 gpu compute comparisons: https://www.anchorterminal.com/compare/gpu-compute/index.md

## 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

| Category | Weight | Crusoe Cloud | Verda | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 66 | 67 | Verda +1 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 79 | 82 | Verda +3 |
| Agent ergonomics | 13% (16.2 this run) | 45 | 63 | Verda +18 |
| Security & auth | 14% (17.5 this run) | 74 | 68 | Crusoe Cloud +6 |
| Payments & pricing | 10% (12.5 this run) | 30 | 20 | Crusoe Cloud +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 76 | 83 | Verda +7 |
| Transparency & trust | 7% (8.8 this run) | 77 | 76 | Crusoe Cloud +1 |
| Negative events | ≤15 | 0 | -3 | |
| **Total** | | **63.4 · B** | **62.3 · B** | |

## Facts side by side

| Fact | Crusoe Cloud | Verda |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Crusoe | Verda |
| Hosted endpoint | `https://api.cloud.crusoe.ai/v1` | `https://api.verda.com/v1` |
| Transports | HTTP, stdio | HTTP, stdio |
| Auth | API key | OAuth |
| Pricing | Pay per use | Pay per use |
| x402 | no | no |
| Licence | Proprietary 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 | Proprietary service under Verda's Terms of Service. The CLI, the Python SDK and the Go SDK on GitHub are Apache-2.0 |
| Tools exposed | 41 | 18 |
| Read-only variant documented | yes | no |
| llms.txt | yes | yes |
| Last release | 2026-10-08 | 2026-10-07 |
| Terms last updated | couldn't be read | 2025-09-30 |
| Privacy policy last updated | couldn't be read | no date given |
| Customer content may train models | couldn't be read | not found in the text |
| Terms restrict automated access | couldn't be read | not found in the text |
| Terms restrict benchmarking | couldn't be read | yes |
| Terms or service can change without notice | couldn't be read | not found in the text |
| Arbitration or class-action waiver | couldn't be read | yes |
| Popularity | 7 npm/wk | 10k 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.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/crusoe-cloud-vs-verda.json, and with the fewest tokens: https://www.anchorterminal.com/compare/crusoe-cloud-vs-verda.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "crusoe-cloud", "b": "verda"}`. From a terminal: `anchor compare crusoe-cloud verda`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/crusoe-cloud.json and https://www.anchorterminal.com/api/v1/tools/verda.json

## Other comparisons with Crusoe Cloud or Verda

- [Baseten vs Crusoe Cloud](https://www.anchorterminal.com/compare/baseten-vs-crusoe-cloud.md)
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- [Crusoe Cloud vs Vast.ai](https://www.anchorterminal.com/compare/crusoe-cloud-vs-vast-ai.md)
- [Hugging Face Inference Endpoints vs Verda](https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-verda.md)
- [Hyperbolic vs Verda](https://www.anchorterminal.com/compare/hyperbolic-vs-verda.md)
- [Koyeb vs Verda](https://www.anchorterminal.com/compare/koyeb-vs-verda.md)
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- [Nebius AI Cloud vs Verda](https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-verda.md)
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