# 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. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/koyeb-vs-verda
- Markdown: https://www.anchorterminal.com/compare/koyeb-vs-verda.md (~2,300 tokens)
- Slim: https://www.anchorterminal.com/compare/koyeb-vs-verda.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/koyeb-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

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.

- Koyeb: grade D, 46.5/100, rank #755 of 842. Markdown https://www.anchorterminal.com/tools/koyeb.md · JSON https://www.anchorterminal.com/api/v1/tools/koyeb.json
- Verda: grade B, 62.3/100, rank #396 of 842. Markdown https://www.anchorterminal.com/tools/verda.md · JSON https://www.anchorterminal.com/api/v1/tools/verda.json

## 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 | Koyeb | Verda | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 60 | 67 | Verda +7 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 41 | 82 | Verda +41 |
| Agent ergonomics | 13% (16.2 this run) | 56 | 63 | Verda +7 |
| Security & auth | 14% (17.5 this run) | 50 | 68 | Verda +18 |
| Payments & pricing | 10% (12.5 this run) | 20 | 20 | even |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 23 | 83 | Verda +60 |
| Transparency & trust | 7% (8.8 this run) | 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

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.


## For agents

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

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