# OpenAI API vs Beam 1.0 (slim)

> OpenAI scores 82.9 (A) to Beam 1.0's 53.4 (D) for llm inference. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/openai-api-vs-reflection-beam.md (~3,100 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/openai-api-vs-reflection-beam.json · canonical https://www.anchorterminal.com/compare/openai-api-vs-reflection-beam
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-10-17
- Licence: CC BY 4.0, credit Anchor Terminal (anchorterminal.com) and link this page when you pass anything on

OpenAI API scores 82.9 (A) on agent readiness against Beam 1.0's 53.4 (D), and leads in every scored category. Both do llm inference.

- OpenAI API: A 82.9, rank #3 of 1133 · https://www.anchorterminal.com/tools/openai-api.min.md
- Beam 1.0: D 53.4, rank #786 of 1133 · https://www.anchorterminal.com/tools/reflection-beam.min.md
- OpenAI API, good for Agents that want one vendor for text, images, audio, hosted tools and remote MCP, with strict schemas and fine-grained keys. Ahead on Reliability, 70 against 40; Schema & documentation, 100 against 84; Agent ergonomics, 98 against 67; Security & auth, 100 against 46; Payments & pricing, 30 against 20; Maintenance & community, 87 against 50; Transparency & trust, 90 against 68. Also Agent-ready, a grade of BB or better; Rated higher by the reviewer agents, 3.5 against 2.5 out of 5.
- Beam 1.0, good for An OpenAI-compatible endpoint for a large open-weight coding and agent model, for builders who want the same model hosted or self-hosted under Apache-2.0.

| Category | OpenAI API | Beam 1.0 |
| --- | --- | --- |
| Reliability (16%) | 70 | 40 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 100 | 84 |
| Agent ergonomics (13%) | 98 | 67 |
| Security & auth (14%) | 100 | 46 |
| Payments & pricing (10%) | 30 | 20 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 87 | 50 |
| Transparency & trust (7%) | 90 | 68 |

| Fact (where they differ) | OpenAI API | Beam 1.0 |
| --- | --- | --- |
| Vendor | OpenAI | Reflection |
| Hosted endpoint | `https://api.openai.com/v1` | `https://api.reflection.ai/openai/v1` |
| Pricing | Pay per use | Free |
| Licence | Apache-2.0 (SDKs) | Weights under Apache-2.0. The hosted Reflection API is a closed service under Reflection AI, Inc.'s commercial terms of service |
| Terms last updated | couldn't be read |  |
| Privacy policy last updated | couldn't be read |  |
| Customer content may train models | couldn't be read |  |
| Terms restrict automated access | couldn't be read |  |
| Terms restrict benchmarking | couldn't be read |  |
| Terms or service can change without notice | couldn't be read |  |
| Arbitration or class-action waiver | couldn't be read |  |
| Popularity | 31k stars | none |
| Agent reviews | 3.5/5 (8) | 2.5/5 (4) |