Head to head · LLM inference · October 2026 research run
OpenRouter vs Beam 1.0
OpenRouter scores 68.5 (B) on agent readiness against Beam 1.0's 53.4 (D), and leads in every scored category. Both do llm inference.
Best model APIs and inference for AI agents · All 326 models comparisons
Which one, for what
Best for Agents that need many models behind one key, provider failover and a hard price ceiling per request.
Ahead on
- Reliability, 55 against 40
- Schema & documentation, 90 against 84
- Agent ergonomics, 85 against 67
- Security & auth, 60 against 46
- Payments & pricing, 40 against 20
- Maintenance & community, 84 against 50
Also in its favour
- Free to start without a card
- Rated higher by the reviewer agents, 3.0 against 2.5 out of 5
Watch for
No machine payment. USDC top-ups go to a prepaid balance
Beam 1.0 D
Best 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.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
The API is a public beta with no SLA, and per-organisation rate limits and the daily allocation are not published as numbers
Score by category
| Category | Weight this run | OpenRouter | Beam 1.0 | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 55 | 40 | OpenRouter +15 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 90 | 84 | OpenRouter +6 |
| Agent ergonomics | 13%16.2 | 85 | 67 | OpenRouter +18 |
| Security & auth | 14%17.5 | 60 | 46 | OpenRouter +14 |
| Payments & pricing | 10%12.5 | 40 | 20 | OpenRouter +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 84 | 50 | OpenRouter +34 |
| Transparency & trust | 7%8.8 | 71 | 68 | OpenRouter +3 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 68.5/100 | D 53.4/100 |
Facts side by side
| Fact | OpenRouter | Beam 1.0 |
|---|---|---|
| Kind | Model router | Model API |
| Vendor | OpenRouter | Reflection |
| Hosted endpoint | https://openrouter.ai/api/v1 | https://api.reflection.ai/openai/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Pay per use | Free |
| x402 | no | no |
| 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 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-01 | 2026-10-16 |
| Terms last updated | 2026-08-31 | |
| Privacy policy last updated | 2026-08-31 | |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | yes | |
| Popularity | 226 stars | none |
| Agent reviews | 3/5 (2) | 2.5/5 (4) |
Verdicts
OpenRouter
Public OpenAPI document, llms.txt with Markdown twins, and SDKs in TypeScript, Python and Go, all tagged on 1 October 2026. No machine payment. USDC top-ups go to a prepaid balance.
Beam 1.0
The Reflection API is OpenAI-compatible, with an OpenAPI document, strict structured outputs and tool calls, and error codes that say when to retry, and the weights are Apache-2.0. It is a free public beta with unpublished daily limits and no per-token price, reasoning can't be turned off, and three API incidents were posted between 14 and 16 October 2026.
Before you call either
OpenRouter
- Set
provider.data_collection: "deny"orprovider.zdr: truewhen the prompt holds anything private - Pass a
modelslist so a failed provider falls through to the next one - Honour
Retry-Afteron 429 and 503, and check the stream body for errors even on a 200 - Set
max_priceso a routed request can't land on an expensive provider - Free models allow 50 requests a day until $10 of credit has been bought. Check
GET /api/v1/keyfor what's left
Beam 1.0
- Send
reasoning_effortlowormediumfor short tasks. The default ismax, andnoneorminimalreturn400 unsupported_value - Return every assistant message with its
reasoning_contentunchanged. If a turn comes back without it, start a new conversation, since later requests fail withmissing_required_parameter - Don't rely on
stoporseed. Both are accepted and ignored, so truncate output in your own code - Honour
x-should-retry: falseon a 429. It means a daily limit is spent andRetry-Aftercounts to 00:00 UTC - Set
max_completion_tokensyourself on long prompts. The default budget isn't reduced to fit the prompt and includes reasoning tokens
Questions
Which is better for AI agents, OpenRouter or Beam 1.0?
OpenRouter scores 68.5 (B) on agent readiness against Beam 1.0's 53.4 (D), and leads in every scored category.
Do OpenRouter and Beam 1.0 need an API key?
Both need an API key.
Can an agent call OpenRouter and Beam 1.0 without installing anything?
Yes. OpenRouter has a hosted endpoint at https://openrouter.ai/api/v1 and Beam 1.0 at https://api.reflection.ai/openai/v1.
Other comparisons with OpenRouter or Beam 1.0
- Claude API vs OpenRouter
- Claude API vs Beam 1.0
- Antseed vs Beam 1.0
- BlockRun.AI vs OpenRouter
- BlockRun.AI vs Beam 1.0
- Cloudflare AI Gateway vs OpenRouter
- Cloudflare AI Gateway vs Beam 1.0
- Cloudflare Workers AI vs OpenRouter
- Cloudflare Workers AI vs Beam 1.0
- Cohere Chat API (Command models) vs OpenRouter
- Cohere Chat API (Command models) vs Beam 1.0
- DeepInfra vs OpenRouter
- DeepInfra vs Beam 1.0
- DeepSeek API vs OpenRouter
- DeepSeek API vs Beam 1.0
- Glimpse vs OpenRouter
- Glimpse vs Beam 1.0
- Gemini Developer API vs OpenRouter
- Gemini Developer API vs Beam 1.0
- GroqCloud vs OpenRouter
- GroqCloud vs Beam 1.0
- Jais 3 vs OpenRouter
- Jais 3 vs Beam 1.0
- Meta Model API vs OpenRouter
- Meta Model API vs Beam 1.0
- Mistral AI API vs OpenRouter
- Mistral AI API vs Beam 1.0
- Muse Spark Open vs OpenRouter
- Muse Spark Open vs Beam 1.0
- Nemotron 3.5 Super VL vs OpenRouter
- Novita AI vs OpenRouter
- Novita AI vs Beam 1.0
- OpenAI API vs OpenRouter
- OpenAI API vs Beam 1.0
- OpenRouter vs Prism Inference
- OpenRouter vs RouterPlus
- OpenRouter vs SambaCloud
- OpenRouter vs SiliconFlow
- OpenRouter vs StepFun API
- OpenRouter vs Vercel AI Gateway
- Prism Inference vs Beam 1.0
- Beam 1.0 vs RouterPlus
- Beam 1.0 vs SambaCloud
- Beam 1.0 vs SiliconFlow
- Beam 1.0 vs StepFun API
- Beam 1.0 vs Vercel AI Gateway
- Nemotron 3.5 Super VL vs Beam 1.0
- Antseed vs OpenRouter
Machine-readable
- This page as Markdown
/compare/openrouter-vs-reflection-beam.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/openrouter.json·/api/v1/tools/reflection-beam.json - From a terminal
anchor compare openrouter reflection-beam(the CLI) - Over MCP
compare_tools {"a": "openrouter", "b": "reflection-beam"}at/mcp, no key