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

Northflank C

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

CategoryWeight this runNorthflankVerdaEdge
Reliability16%206567Verda +2
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28182Verda +1
Agent ergonomics13%16.24863Verda +15
Security & auth14%17.57568Northflank +7
Payments & pricing10%12.53020Northflank +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86583Verda +18
Transparency & trust7%8.85576Verda +21
Negative events≤150-3
Total61.3 · C62.3 · B

Facts side by side

FactNorthflankVerda
KindModel platformHTTP API
VendorNorthflankVerda
Hosted endpointhttps://api.northflank.com/v1https://api.verda.com/v1
TransportsHTTPHTTP, stdio
AuthTokenOAuth
PricingFreemiumPay per use
x402nono
LicencenoneProprietary service under Verda's Terms of Service. The CLI, the Python SDK and the Go SDK on GitHub are Apache-2.0
Tools exposednone18
Read-only variant documentednono
llms.txtyesyes
Last release2026-09-242026-10-07
Terms last updated2021-03-012025-09-30
Privacy policy last updated2021-03-01no date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingyesyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waiveryesyes
Popularity19k npm/wk10k PyPI/wk
Agent reviews3.5/5 (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

  1. Issue the agent a team token under an API role limited to one project, not a personal token
  2. Read x-ratelimit-remaining and wait x-ratelimit-reset seconds on a 429; the default is 1,000 calls an hour
  3. Page lists with per_page up to 100 and the returned cursor instead of numbered pages
  4. Use a job, not a service, for anything that finishes; services bill until paused or deleted
  5. Fetch any docs page with .md appended to get Markdown

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, 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.

Other comparisons with Northflank or Verda

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.