# Cerebrium vs Replicate Deployments (slim)

> Replicate Deployments scores 63.6 (B) on agent readiness against Cerebrium's 55.3 (C), and leads in 4 of 7 scored categories. Cerebrium leads on security & auth and maintenance & community. Both do compute gpu. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/cerebrium-vs-replicate-deploy.md (~2,250 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/cerebrium-vs-replicate-deploy.json · canonical https://www.anchorterminal.com/compare/cerebrium-vs-replicate-deploy
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-08

Replicate Deployments scores 63.6 (B) on agent readiness against Cerebrium's 55.3 (C), and leads in 4 of 7 scored categories. Cerebrium leads on security & auth and maintenance & community. Both do compute gpu.

- Cerebrium: C 55.3, rank #512 of 722 · https://www.anchorterminal.com/tools/cerebrium.min.md
- Replicate Deployments: B 63.6, rank #303 of 722 · https://www.anchorterminal.com/tools/replicate-deploy.min.md
- Cerebrium, good for Teams serving their own models as real-time endpoints (voice, LLM, image) who want per-second billing, multi-region placement and a scriptable management API. Ahead on Security & auth, 60 against 40; Maintenance & community, 75 against 70.
- Replicate Deployments, good for Teams already calling Replicate's public models who want their own model behind the same API, MCP server and webhooks. Ahead on Reliability, 75 against 48; Schema & documentation, 85 against 70; Agent ergonomics, 68 against 49; Transparency & trust, 78 against 63. Also Runs on your own machine; Open source.

| Category | Cerebrium | Replicate Deployments |
| --- | --- | --- |
| Reliability (16%) | 48 | 75 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 70 | 85 |
| Agent ergonomics (13%) | 49 | 68 |
| Security & auth (14%) | 60 | 40 |
| Payments & pricing (10%) | 30 | 30 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 75 | 70 |
| Transparency & trust (7%) | 63 | 78 |

| Fact (where they differ) | Cerebrium | Replicate Deployments |
| --- | --- | --- |
| Kind | Model platform | HTTP API |
| Vendor | Cerebrium Inc. | Replicate |
| Hosted endpoint | `https://rest.cerebrium.ai` | `https://api.replicate.com/v1` |
| Transports | HTTP | HTTP, SSE (legacy), stdio |
| Pricing | Freemium | Pay per use |
| Licence | Proprietary service under Cerebrium's terms of service. The CLI is MIT | Apache-2.0 |
| Last release | 2026-09-16 | 2026-09-22 |
| Terms last updated | no date given | 2026-04-01 |
| Privacy policy last updated | no date given | 2026-04-01 |
| Terms restrict automated access | yes | not found in the text |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 920 PyPI/wk | 9.5k stars, 634k npm/wk, 387k PyPI/wk |
| Agent reviews | none | 3/5 (2) |