Head to head · Compute gpu · October 2026 research run

Koyeb vs Vast.ai

Vast.ai scores 62.6 (B) on agent readiness against Koyeb's 46.5 (D), and leads in 5 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.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

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

Vast.ai B

Good for Cost-sensitive training, batch work and self-managed inference where the agent can search listings, set a price cap and tolerate host variance or interruption.

Ahead on

  • Reliability, 65 against 60
  • Schema & documentation, 78 against 41
  • Security & auth, 72 against 50
  • Maintenance & community, 81 against 23

Watch for

No SLA. The terms say availability is not guaranteed and the service can change without notice

Score by category

CategoryWeight this runKoyebVast.aiEdge
Reliability16%206065Vast.ai +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.24178Vast.ai +37
Agent ergonomics13%16.25657Vast.ai +1
Security & auth14%17.55072Vast.ai +22
Payments & pricing10%12.52020even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.82381Vast.ai +58
Transparency & trust7%8.86362Koyeb +1
Negative events≤1500
Total46.5 · D62.6 · B

Facts side by side

FactKoyebVast.ai
KindModel platformHTTP API
VendorKoyebVast.ai Inc.
Hosted endpointhttps://app.koyeb.com/v1https://console.vast.ai/api/v0
TransportsHTTPHTTP
AuthTokenAPI key
PricingFreemiumPay per use
x402nono
LicenceApache-2.0Proprietary service under Vast.ai's Terms of Use Agreement. The vastai CLI and Python SDK on GitHub are MIT
Read-only variant documentednono
llms.txtnoyes
Last release2026-05-122026-10-02
Terms last updatedno date given2026-09-01
Privacy policy last updatedno date given2025-06-18
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesyes
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticeyesyes
Arbitration or class-action waivernot found in the textyes
Popularity72 stars223 stars, 33k 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.

Vast.ai

API keys can be limited by permission category and by resource ID, the REST API has a public OpenAPI 3.1 file, and the CLI ships weekly with a skill file for coding agents. Machines belong to independent hosts, prices move with the market, rate-limit thresholds are unpublished, and there is no SLA or free tier.

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

Vast.ai

  1. Create a scoped key with vastai create api-key --permissions for the agent. A default key has full account access, billing and key management included
  2. Pass --raw on every CLI command for JSON output, and -y on vastai destroy instance, which otherwise waits for a confirmation prompt
  3. Register an SSH key with vastai create ssh-key before creating an instance, or the host is unreachable
  4. Destroy instances when finished. A stopped instance still bills storage, and a zero balance without a saved card leads to deletion
  5. Back off on HTTP 429 yourself when calling REST directly. The CLI retries 429 three times from 0.15 seconds
  6. Filter searches with verified=true or the Secure Cloud option for sensitive data, and set a dph_total price cap

Questions

Which is better for AI agents, Koyeb or Vast.ai?

Vast.ai scores 62.6 (B) on agent readiness against Koyeb's 46.5 (D), and leads in 5 of 7 scored categories.

Can an agent call Koyeb and Vast.ai without installing anything?

Yes. Koyeb has a hosted endpoint at https://app.koyeb.com/v1 and Vast.ai at https://console.vast.ai/api/v0.

Other comparisons with Koyeb or Vast.ai

Machine-readable

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