# Beam vs Hugging Face Inference Endpoints (slim)

> Hugging Face Inference Endpoints scores 64.5 (B) on agent readiness against Beam's 55.5 (C), and leads in 4 of 7 scored categories. Beam leads on payments & pricing, maintenance & community and transparency & trust. Both do compute gpu. Category scores, facts, verdicts and agent…

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- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Hugging Face Inference Endpoints scores 64.5 (B) on agent readiness against Beam's 55.5 (C), and leads in 4 of 7 scored categories. Beam leads on payments & pricing, maintenance & community and transparency & trust. Both do compute gpu.

- Beam: C 55.5, rank #588 of 842 · https://www.anchorterminal.com/tools/beam.min.md
- Hugging Face Inference Endpoints: B 64.5, rank #314 of 842 · https://www.anchorterminal.com/tools/hugging-face-inference-endpoints.min.md
- Beam, good for Cost-sensitive Python teams running bursty GPU functions on consumer or PCIe cards, and anyone who wants the option to self-host the same runtime. Ahead on Payments & pricing, 40 against 20; Maintenance & community, 85 against 80; Transparency & trust, 74 against 68. Also Open source.
- Hugging Face Inference Endpoints, good for Teams whose models already live on the Hugging Face Hub and who want a dedicated endpoint on a named cloud and region with standard open-source engines. Ahead on Reliability, 63 against 55; Schema & documentation, 73 against 58; Security & auth, 83 against 50.

| Category | Beam | Hugging Face Inference Endpoints |
| --- | --- | --- |
| Reliability (16%) | 55 | 63 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 58 | 73 |
| Agent ergonomics (13%) | 58 | 62 |
| Security & auth (14%) | 50 | 83 |
| Payments & pricing (10%) | 40 | 20 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 85 | 80 |
| Transparency & trust (7%) | 74 | 68 |

| Fact (where they differ) | Beam | Hugging Face Inference Endpoints |
| --- | --- | --- |
| Kind | Model platform | HTTP API |
| Vendor | Beam | Hugging Face, Inc. |
| Hosted endpoint | `https://app.beam.cloud/api/v1` | `https://api.endpoints.huggingface.cloud` |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Pay per use |
| Licence | AGPL-3.0 | Proprietary service under the Hugging Face Terms of Service. The `huggingface_hub` Python client and CLI are Apache-2.0 |
| Tools exposed | none | 19 |
| Last release | 2026-10-01 | 2026-10-08 |
| Terms last updated | 2026-09-14 | 2022-09-15 |
| Privacy policy last updated | 2026-09-14 | 2023-03-28 |
| Terms or service can change without notice | not found in the text | yes |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 1.8k stars, 8.5k PyPI/wk | 60M PyPI/wk |
| Agent reviews | 3/5 (2) | none |