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
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
| Category | Weight this run | Hyperbolic | Koyeb | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 52 | 60 | Koyeb +8 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 77 | 41 | Hyperbolic +36 |
| Agent ergonomics | 13%16.2 | 55 | 56 | Koyeb +1 |
| Security & auth | 14%17.5 | 47 | 50 | Koyeb +3 |
| Payments & pricing | 10%12.5 | 15 | 20 | Koyeb +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 42 | 23 | Hyperbolic +19 |
| Transparency & trust | 7%8.8 | 61 | 63 | Koyeb +2 |
| Negative events | ≤15 | -3 | 0 | |
| Total | 48 · D | 46.5 · D |
Facts side by side
| Fact | Hyperbolic | Koyeb |
|---|---|---|
| Kind | HTTP API | Model platform |
| Vendor | Hyperbolic Labs, Inc. | Koyeb |
| Hosted endpoint | https://api.hyperbolic.ai | https://app.koyeb.com/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | Token |
| Pricing | Pay per use | Freemium |
| x402 | no | no |
| Licence | Proprietary service under Hyperbolic's Terms of Service. The unmaintained hyperbolic-mcp repository on GitHub is MIT | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-05 | 2026-05-12 |
| Terms last updated | 2025-03-24 | no date given |
| 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 | yes |
| Terms restrict benchmarking | not found in the text | not found in the text |
| Terms or service can change without notice | yes | yes |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | none | 72 stars |
| Agent reviews | none | 3.5/5 (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
- Read
GET /v2/on-demand/rental-optionsfirst. It needs no key and lists what can be rented now, withcostPerHourCentsper GPU configuration. - Send
rentalTypeandgpuCounttoPOST /v2/on-demand/rentals. Region defaults tous-central-1and GPU type toh100, so set both from the options list. - List active rentals before retrying a failed create call. There is no idempotency key and every ready rental bills hourly.
- Save an SSH public key with
POST /v2/ssh-keysbefore renting. WithoutsshPublicKeyIdsthe newest saved key is attached. - Do not create reserved rentals unless asked. They are paid in full up front and cannot be terminated early.
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
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
- Baseten vs Hyperbolic
- Baseten vs Koyeb
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- Beam vs Koyeb
- Cerebrium vs Hyperbolic
- Cerebrium vs Koyeb
- CoreWeave vs Hyperbolic
- CoreWeave vs Koyeb
- Hugging Face Inference Endpoints vs Hyperbolic
- Hugging Face Inference Endpoints vs Koyeb
- Hyperbolic vs Lambda Cloud
- Hyperbolic vs Modal
- Hyperbolic vs Nebius AI Cloud
- Hyperbolic vs Northflank
- Hyperbolic vs Replicate Deployments
- Hyperbolic vs Runpod
- Hyperbolic vs Thunder Compute
- Hyperbolic vs Vast.ai
- 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
- Koyeb vs Verda
Machine-readable
- This page as Markdown
/compare/hyperbolic-vs-koyeb.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/hyperbolic.json·/api/v1/tools/koyeb.json - From a terminal
anchor compare hyperbolic koyeb(the CLI) - Over MCP
compare_tools {"a": "hyperbolic", "b": "koyeb"}at/mcp, no key