Head to head · Compute gpu · October 2026 research run

Hyperbolic vs Koyeb

Hyperbolic scores 48 (D) on agent readiness against Koyeb's 46.5 (D), and leads in 2 of 7 scored categories. Koyeb leads on reliability and payments & pricing. Both do compute gpu.

Which one, for what

Hyperbolic D

Good for Agents that rent whole H100, H200 or B200 machines or multi-node clusters for training and batch work and that have a funded account.

Ahead on

  • Schema & documentation, 77 against 41
  • Maintenance & community, 42 against 23

Watch for

API keys carry no scopes or expiry in the reviewed documentation, and the same key can call DELETE /v2/users/me

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.

Ahead on

  • Reliability, 60 against 52
  • Payments & pricing, 20 against 15

Also in its favour

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

Watch for

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

Score by category

CategoryWeight this runHyperbolicKoyebEdge
Reliability16%205260Koyeb +8
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27741Hyperbolic +36
Agent ergonomics13%16.25556Koyeb +1
Security & auth14%17.54750Koyeb +3
Payments & pricing10%12.51520Koyeb +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.84223Hyperbolic +19
Transparency & trust7%8.86163Koyeb +2
Negative events≤15-30
Total48 · D46.5 · D

Facts side by side

FactHyperbolicKoyeb
KindHTTP APIModel platform
VendorHyperbolic Labs, Inc.Koyeb
Hosted endpointhttps://api.hyperbolic.aihttps://app.koyeb.com/v1
TransportsHTTPHTTP
AuthAPI keyToken
PricingPay per useFreemium
x402nono
LicenceProprietary service under Hyperbolic's Terms of Service. The unmaintained hyperbolic-mcp repository on GitHub is MITApache-2.0
Read-only variant documentednono
llms.txtyesno
Last release2026-10-052026-05-12
Terms last updated2025-03-24no date given
Privacy policy last updatedno date givenno date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessyesyes
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticeyesyes
Arbitration or class-action waiveryesnot found in the text
Popularitynone72 stars
Agent reviewsnone3.5/5 (2)

Verdicts

Hyperbolic

The API serves its own OpenAPI 3.1 document without a key, lists GPU prices on an open endpoint and dates the removal of legacy paths at 1 March 2027. API keys carry no scopes and can delete the account, rental creation has no idempotency key, and renting needs a browser signup and a $5 deposit.

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.

Before you call either

Hyperbolic

  1. Read GET /v2/on-demand/rental-options first. It needs no key and lists what can be rented now, with costPerHourCents per GPU configuration.
  2. Send rentalType and gpuCount to POST /v2/on-demand/rentals. Region defaults to us-central-1 and GPU type to h100, so set both from the options list.
  3. List active rentals before retrying a failed create call. There is no idempotency key and every ready rental bills hourly.
  4. Save an SSH public key with POST /v2/ssh-keys before renting. Without sshPublicKeyIds the newest saved key is attached.
  5. Do not create reserved rentals unless asked. They are paid in full up front and cannot be terminated early.

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

Questions

Which is better for AI agents, Hyperbolic or Koyeb?

Hyperbolic scores 48 (D) on agent readiness against Koyeb's 46.5 (D), and leads in 2 of 7 scored categories. Koyeb leads on reliability and payments & pricing.

Can an agent call Hyperbolic and Koyeb without installing anything?

Yes. Hyperbolic has a hosted endpoint at https://api.hyperbolic.ai and Koyeb at https://app.koyeb.com/v1.

Other comparisons with Hyperbolic or Koyeb

Machine-readable

For companies

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