Head to head · Compute gpu · October 2026 research run
Northflank vs Verda
Verda scores 62.3 (B) on agent readiness against Northflank's 61.3 (C), and leads in 5 of 7 scored categories. Northflank leads on security & auth and payments & pricing. Both do compute gpu.
Which one, for what
Good for Teams that want GPUs next to their services and databases on one platform, or inside their own cloud account.
Ahead on
- Security & auth, 75 against 68
- Payments & pricing, 30 against 20
Also in its favour
- No incidents deducted, where Verda loses 3 points for them
Watch for
No scale to zero for services; minimum instances must be at least 1
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 48
- Maintenance & community, 83 against 65
- Transparency & trust, 76 against 55
Also in its favour
- Runs on your own machine
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 this run | Northflank | Verda | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 65 | 67 | Verda +2 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 81 | 82 | Verda +1 |
| Agent ergonomics | 13%16.2 | 48 | 63 | Verda +15 |
| Security & auth | 14%17.5 | 75 | 68 | Northflank +7 |
| Payments & pricing | 10%12.5 | 30 | 20 | Northflank +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 65 | 83 | Verda +18 |
| Transparency & trust | 7%8.8 | 55 | 76 | Verda +21 |
| Negative events | ≤15 | 0 | -3 | |
| Total | 61.3 · C | 62.3 · B |
Facts side by side
| Fact | Northflank | Verda |
|---|---|---|
| Kind | Model platform | HTTP API |
| Vendor | Northflank | Verda |
| Hosted endpoint | https://api.northflank.com/v1 | https://api.verda.com/v1 |
| Transports | HTTP | HTTP, stdio |
| Auth | Token | OAuth |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | none | 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 | none | 18 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-09-24 | 2026-10-07 |
| Terms last updated | 2021-03-01 | 2025-09-30 |
| Privacy policy last updated | 2021-03-01 | no date given |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | yes | yes |
| Popularity | 19k npm/wk | 10k PyPI/wk |
| Agent reviews | 3.5/5 (2) | none |
Verdicts
Northflank
OpenAPI 3.0 with over 100 paths, enums and per_page, page and cursor on every list. No scale to zero for services; minimum instances must be at least 1.
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
Northflank
- Issue the agent a team token under an API role limited to one project, not a personal token
- Read
x-ratelimit-remainingand waitx-ratelimit-resetseconds on a 429; the default is 1,000 calls an hour - Page lists with
per_pageup to 100 and the returnedcursorinstead of numbered pages - Use a job, not a service, for anything that finishes; services bill until paused or deleted
- Fetch any docs page with .md appended to get Markdown
Verda
- 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. - Send
location_codeon every create call. Requests without it have returned 400 since March 2026. - Call
GET /v1/instance-availabilitybefore launching.POST /v1/instancesreturns 503service_unavailablewhen the location has no capacity. - List instances before retrying a failed launch, because create has no idempotency key.
- Use the
deleteaction to stop charges.shutdownkeeps billing, and deleted volumes stay recoverable for 96 hours unlessdelete_permanentlyis set.
Questions
Which is better for AI agents, Northflank or Verda?
Verda scores 62.3 (B) on agent readiness against Northflank's 61.3 (C), and leads in 5 of 7 scored categories. Northflank leads on security & auth and payments & pricing.
Can an agent call Northflank and Verda without installing anything?
Yes. Northflank has a hosted endpoint at https://api.northflank.com/v1 and Verda at https://api.verda.com/v1.
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Machine-readable
- This page as Markdown
/compare/northflank-vs-verda.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/northflank.json·/api/v1/tools/verda.json - From a terminal
anchor compare northflank verda(the CLI) - Over MCP
compare_tools {"a": "northflank", "b": "verda"}at/mcp, no key