Head to head · LLM inference · October 2026 research run
Beam 1.0 vs RouterPlus
Beam 1.0 scores 53.4 (D) on agent readiness against RouterPlus's 51.2 (D), and leads in 3 of 7 scored categories. RouterPlus leads on reliability, security & auth and payments & pricing. Both do llm inference.
Best model APIs and inference for AI agents · All 326 models comparisons
Which one, for what
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.
Ahead on
- Schema & documentation, 84 against 59
- Maintenance & community, 50 against 44
- Transparency & trust, 68 against 38
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
Best for Teams that call Claude and GPT models from one key and want the cost of every call in the response, with their own provider keys where they have them.
Ahead on
- Reliability, 45 against 40
- Security & auth, 62 against 46
- Payments & pricing, 40 against 20
Watch for
No terms of service, privacy policy, status page, changelog or security.txt found for the gateway
Score by category
| Category | Weight this run | Beam 1.0 | RouterPlus | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 40 | 45 | RouterPlus +5 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 84 | 59 | Beam 1.0 +25 |
| Agent ergonomics | 13%16.2 | 67 | 71 | RouterPlus +4 |
| Security & auth | 14%17.5 | 46 | 62 | RouterPlus +16 |
| Payments & pricing | 10%12.5 | 20 | 40 | RouterPlus +20 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 50 | 44 | Beam 1.0 +6 |
| Transparency & trust | 7%8.8 | 68 | 38 | Beam 1.0 +30 |
| Negative events | ≤15 | 0 | -2 | |
| Total | D 53.4/100 | D 51.2/100 |
Facts side by side
| Fact | Beam 1.0 | RouterPlus |
|---|---|---|
| Kind | Model API | Model router |
| Vendor | Reflection | RouterPlus |
| Hosted endpoint | https://api.reflection.ai/openai/v1 | https://api.routerplus.com/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | API key |
| Pricing | Free | Pay per use |
| x402 | no | no |
| Licence | Weights under Apache-2.0. The hosted Reflection API is a closed service under Reflection AI, Inc.'s commercial terms of service | Closed service. No terms of service for the gateway were found on routerplus.com or app.routerplus.com on 13 October 2026. The only terms on the site govern the capacity request form and name EVO HQ Inc, a Delaware corporation (https://routerplus.com/capacity/terms/). |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-16 | none |
| Terms last updated | no document linked | |
| Privacy policy last updated | no document linked | |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Agent reviews | 2.5/5 (4) | none |
Verdicts
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.
RouterPlus
The docs are written for agents, every model price is public, and each response carries its own cost. No terms of service, privacy policy, status page or changelog were found. Signup adds no free credit, and the chat catalogue is Claude and GPT only.
Before you call either
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
RouterPlus
- Send
max_tokenson every request. Without it the balance hold assumes up to 32,768 output tokens and can returninsufficient_quotaon a small balance - Switch on
error_type. Retryrate_limitafterretry-after, and stop oninsufficient_quota, which needs a person to add credit or raise a cap - Don't add a retry loop on top of the SDK's. There is no idempotency key, so a retry that reaches a provider is billed again
- Copy model ids from
GET /v1/modelsor /api/models.json. An unknown id is a 404 and the gateway never substitutes one - Use
/v1/messagesfor Claude when you needthinkingor server tools, and/v1/chat/completionswithresponse_formatonly for GPT ids
Questions
Which is better for AI agents, Beam 1.0 or RouterPlus?
Beam 1.0 scores 53.4 (D) on agent readiness against RouterPlus's 51.2 (D), and leads in 3 of 7 scored categories. RouterPlus leads on reliability, security & auth and payments & pricing.
Do Beam 1.0 and RouterPlus need an API key?
Both need an API key.
Can an agent call Beam 1.0 and RouterPlus without installing anything?
Yes. Beam 1.0 has a hosted endpoint at https://api.reflection.ai/openai/v1 and RouterPlus at https://api.routerplus.com/v1.
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Machine-readable
- This page as Markdown
/compare/reflection-beam-vs-routerplus.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/reflection-beam.json·/api/v1/tools/routerplus.json - From a terminal
anchor compare reflection-beam routerplus(the CLI) - Over MCP
compare_tools {"a": "reflection-beam", "b": "routerplus"}at/mcp, no key