Head to head · Compute gpu · October 2026 research run

Koyeb vs Verda

Verda scores 62.3 (B) on agent readiness against Koyeb's 46.5 (D), and leads in 6 of 7 scored categories. Both do compute gpu.

Which one, for what

Koyeb D

Good for Teams that want cheap H100 or H200 containers with scale to zero and an SLA, deployed from Git or an image without a vendor SDK.

Also in its favour

  • No incidents deducted, where Verda loses 3 points for them

Watch for

Changelog silent since 27 February 2026 and no CLI release since 12 May 2026

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

  • Reliability, 67 against 60
  • Schema & documentation, 82 against 41
  • Agent ergonomics, 63 against 56
  • Security & auth, 68 against 50
  • Maintenance & community, 83 against 23
  • Transparency & trust, 76 against 63

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 runKoyebVerdaEdge
Reliability16%206067Verda +7
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.24182Verda +41
Agent ergonomics13%16.25663Verda +7
Security & auth14%17.55068Verda +18
Payments & pricing10%12.52020even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.82383Verda +60
Transparency & trust7%8.86376Verda +13
Negative events≤150-3
Total46.5 · D62.3 · B

Facts side by side

FactKoyebVerda
KindModel platformHTTP API
VendorKoyebVerda
Hosted endpointhttps://app.koyeb.com/v1https://api.verda.com/v1
TransportsHTTPHTTP, stdio
AuthTokenOAuth
PricingFreemiumPay per use
x402nono
LicenceApache-2.0Proprietary 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.txtnoyes
Last release2026-05-122026-10-07
Terms last updatedno date given2025-09-30
Privacy policy last updatedno date givenno 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 benchmarkingnot found in the textyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waivernot found in the textyes
Popularity72 stars10k PyPI/wk
Agent reviews3.5/5 (2)none

Verdicts

Koyeb

H100 at $2.50 and H200 at $3.00 an hour, billed per second. Changelog silent since 27 February 2026 and no CLI release since 12 May 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

Koyeb

  1. Pass dry_run on service create or update to validate the definition before anything deploys
  2. Page service lists with limit and offset and filter by statuses instead of fetching everything
  3. Expect the first request after deep sleep to take 1 to 5 seconds and retry once with a timeout
  4. Set --min-scale 0 on GPU services so idle instances stop billing
  5. Re-check the Mistral transition before building anything long-lived on it

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, Koyeb or Verda?

Verda scores 62.3 (B) on agent readiness against Koyeb's 46.5 (D), and leads in 6 of 7 scored categories.

Can an agent call Koyeb and Verda without installing anything?

Yes. Koyeb has a hosted endpoint at https://app.koyeb.com/v1 and Verda at https://api.verda.com/v1.

Other comparisons with Koyeb or Verda

Machine-readable

For companies

Do agents find, use and choose your tools?

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