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
| Category | Weight this run | Koyeb | Verda | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 60 | 67 | Verda +7 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 41 | 82 | Verda +41 |
| Agent ergonomics | 13%16.2 | 56 | 63 | Verda +7 |
| Security & auth | 14%17.5 | 50 | 68 | Verda +18 |
| Payments & pricing | 10%12.5 | 20 | 20 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 23 | 83 | Verda +60 |
| Transparency & trust | 7%8.8 | 63 | 76 | Verda +13 |
| Negative events | ≤15 | 0 | -3 | |
| Total | 46.5 · D | 62.3 · B |
Facts side by side
| Fact | Koyeb | Verda |
|---|---|---|
| Kind | Model platform | HTTP API |
| Vendor | Koyeb | Verda |
| Hosted endpoint | https://app.koyeb.com/v1 | https://api.verda.com/v1 |
| Transports | HTTP | HTTP, stdio |
| Auth | Token | OAuth |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | Apache-2.0 | 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 | no | yes |
| Last release | 2026-05-12 | 2026-10-07 |
| Terms last updated | no date given | 2025-09-30 |
| Privacy policy last updated | no date given | 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 | not found in the text | yes |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 72 stars | 10k PyPI/wk |
| Agent reviews | 3.5/5 (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
- Pass
dry_runon service create or update to validate the definition before anything deploys - Page service lists with
limitandoffsetand filter bystatusesinstead of fetching everything - Expect the first request after deep sleep to take 1 to 5 seconds and retry once with a timeout
- Set
--min-scale 0on GPU services so idle instances stop billing - Re-check the Mistral transition before building anything long-lived on it
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, 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
- Baseten vs Koyeb
- Baseten vs Verda
- Beam vs Koyeb
- Beam vs Verda
- Cerebrium vs Koyeb
- Cerebrium vs Verda
- CoreWeave vs Koyeb
- CoreWeave vs Verda
- Hugging Face Inference Endpoints vs Koyeb
- Hugging Face Inference Endpoints vs Verda
- Hyperbolic vs Koyeb
- Hyperbolic vs Verda
- Koyeb vs Lambda Cloud
- Koyeb vs Modal
- Koyeb vs Nebius AI Cloud
- Koyeb vs Northflank
- Koyeb vs Replicate Deployments
- Koyeb vs Runpod
- Koyeb vs Thunder Compute
- Koyeb vs Vast.ai
- Lambda Cloud vs Verda
- Modal vs Verda
- Nebius AI Cloud vs Verda
- Northflank vs Verda
- Replicate Deployments vs Verda
- Runpod vs Verda
- Thunder Compute vs Verda
- Vast.ai vs Verda
Machine-readable
- This page as Markdown
/compare/koyeb-vs-verda.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/koyeb.json·/api/v1/tools/verda.json - From a terminal
anchor compare koyeb verda(the CLI) - Over MCP
compare_tools {"a": "koyeb", "b": "verda"}at/mcp, no key