# Massed Compute vs Nebius AI Cloud (slim)

> Nebius AI Cloud scores 67.2 (B) to Massed Compute's 42.3 (E) for gpu compute. Nebius AI Cloud is cheaper for gpu compute, $1.35 against $5.43 per GPU-hour. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/massed-compute-vs-nebius-ai-cloud.md (~3,050 tokens) · this version ~830 tokens · JSON https://www.anchorterminal.com/compare/massed-compute-vs-nebius-ai-cloud.json · canonical https://www.anchorterminal.com/compare/massed-compute-vs-nebius-ai-cloud
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Nebius AI Cloud scores 67.2 (B) on agent readiness against Massed Compute's 42.3 (E), and leads in 6 of 7 scored categories. Both do gpu compute. Nebius AI Cloud is cheaper for gpu compute, $1.35 against $5.43 per GPU-hour.

- Massed Compute: E 42.3, rank #896 of 950 · https://www.anchorterminal.com/tools/massed-compute.min.md
- Nebius AI Cloud: B 67.2, rank #259 of 950 · https://www.anchorterminal.com/tools/nebius-ai-cloud.min.md
- 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.
- Nebius AI Cloud, good for Teams that want whole GPU VMs or InfiniBand clusters in Europe, the UK, Israel or the US with IAM, Terraform and an SLA, and are content to manage endpoint lifecycles themselves. Ahead on Reliability, 57 against 20; Schema & documentation, 78 against 69; Agent ergonomics, 77 against 56; Security & auth, 81 against 61; Maintenance & community, 82 against 51; Transparency & trust, 77 against 61. Also Cheaper for gpu compute, $1.35 against $5.43 per GPU-hour; Runs on your own machine; No incidents deducted, where Massed Compute loses 5 points for them.

| Category | Massed Compute | Nebius AI Cloud |
| --- | --- | --- |
| Reliability (16%) | 20 | 57 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 69 | 78 |
| Agent ergonomics (13%) | 56 | 77 |
| Security & auth (14%) | 61 | 81 |
| Payments & pricing (10%) | 20 | 20 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 51 | 82 |
| Transparency & trust (7%) | 61 | 77 |

| Fact (where they differ) | Massed Compute | Nebius AI Cloud |
| --- | --- | --- |
| Vendor | Massed Compute | Nebius |
| Hosted endpoint | `https://vm.massedcompute.com/api/v1` | `https://api.nebius.cloud` |
| Transports | HTTP, Streamable HTTP | HTTP, stdio |
| Price for gpu compute | $5.43 per GPU-hour | $1.35 per GPU-hour |
| Licence | Proprietary service under Massed Compute's Terms & Conditions and End User Licence Agreement. The `massed-compute-mcp` wrapper on GitHub is MIT | Proprietary service under the Nebius Services Agreement. The API definitions, the Go, Python and JavaScript SDKs and the MCP server on GitHub are MIT |
| Tools exposed | 17 | none |
| Read-only variant documented | yes | no |
| MCP registry | `io.github.Massed-Compute/mcp` | not listed |
| Last release | 2026-07-24 | 2026-10-07 |
| Terms last updated | couldn't be read | 2026-09-28 |
| Privacy policy last updated | 2026-07-22 | 2026-09-23 |
| Customer content may train models | couldn't be read | not found in the text |
| Terms restrict automated access | couldn't be read | not found in the text |
| Terms restrict benchmarking | couldn't be read | yes |
| Terms or service can change without notice | couldn't be read | not found in the text |
| Arbitration or class-action waiver | couldn't be read | yes |
| Popularity | 1 stars | 4.1k npm/wk, 469k PyPI/wk |