# Koyeb vs Massed Compute (slim)

> Koyeb scores 46.5 (D) to Massed Compute's 42.3 (E) for gpu compute. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/koyeb-vs-massed-compute.md (~2,600 tokens) · this version ~780 tokens · JSON https://www.anchorterminal.com/compare/koyeb-vs-massed-compute.json · canonical https://www.anchorterminal.com/compare/koyeb-vs-massed-compute
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Koyeb scores 46.5 (D) on agent readiness against Massed Compute's 42.3 (E), and leads in 2 of 7 scored categories. Massed Compute leads on schema & documentation, security & auth and maintenance & community. Both do gpu compute.

- Koyeb: D 46.5, rank #851 of 950 · https://www.anchorterminal.com/tools/koyeb.min.md
- Massed Compute: E 42.3, rank #896 of 950 · https://www.anchorterminal.com/tools/massed-compute.min.md
- Koyeb, 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 20. Also No incidents deducted, where Massed Compute loses 5 points for them.
- Massed Compute, good for Agents that rent whole GPU VMs by the hour for training, fine-tuning or a model server and want a small MCP tool set with a read-only mode. Ahead on Schema & documentation, 69 against 41; Security & auth, 61 against 50; Maintenance & community, 51 against 23.

| Category | Koyeb | Massed Compute |
| --- | --- | --- |
| Reliability (16%) | 60 | 20 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 41 | 69 |
| Agent ergonomics (13%) | 56 | 56 |
| Security & auth (14%) | 50 | 61 |
| Payments & pricing (10%) | 20 | 20 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 23 | 51 |
| Transparency & trust (7%) | 63 | 61 |

| Fact (where they differ) | Koyeb | Massed Compute |
| --- | --- | --- |
| Kind | Model platform | HTTP API |
| Vendor | Koyeb | Massed Compute |
| Hosted endpoint | `https://app.koyeb.com/v1` | `https://vm.massedcompute.com/api/v1` |
| Transports | HTTP | HTTP, Streamable HTTP |
| Auth | Token | OAuth or key |
| Pricing | Freemium | Pay per use |
| Price for gpu compute | not published | $5.43 per GPU-hour |
| Licence | Apache-2.0 | Proprietary service under Massed Compute's Terms & Conditions and End User Licence Agreement. The `massed-compute-mcp` wrapper on GitHub is MIT |
| Tools exposed | none | 17 |
| Read-only variant documented | no | yes |
| llms.txt | no | yes |
| MCP registry | not listed | `io.github.Massed-Compute/mcp` |
| Last release | 2026-05-12 | 2026-07-24 |
| Terms last updated | no date given | couldn't be read |
| Privacy policy last updated | no date given | 2026-07-22 |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | yes | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | yes | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | 72 stars | 1 stars |
| Agent reviews | 3.5/5 (2) | none |