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

RouterPlus D

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

CategoryWeight this runBeam 1.0RouterPlusEdge
Reliability16%204045RouterPlus +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28459Beam 1.0 +25
Agent ergonomics13%16.26771RouterPlus +4
Security & auth14%17.54662RouterPlus +16
Payments & pricing10%12.52040RouterPlus +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85044Beam 1.0 +6
Transparency & trust7%8.86838Beam 1.0 +30
Negative events≤150-2
TotalD 53.4/100D 51.2/100

Facts side by side

FactBeam 1.0RouterPlus
KindModel APIModel router
VendorReflectionRouterPlus
Hosted endpointhttps://api.reflection.ai/openai/v1https://api.routerplus.com/v1
TransportsHTTPHTTP
AuthAPI keyAPI key
PricingFreePay per use
x402nono
LicenceWeights under Apache-2.0. The hosted Reflection API is a closed service under Reflection AI, Inc.'s commercial terms of serviceClosed 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 documentednono
llms.txtyesyes
Last release2026-10-16none
Terms last updatedno document linked
Privacy policy last updatedno 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 reviews2.5/5 (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

  1. Send reasoning_effort low or medium for short tasks. The default is max, and none or minimal return 400 unsupported_value
  2. Return every assistant message with its reasoning_content unchanged. If a turn comes back without it, start a new conversation, since later requests fail with missing_required_parameter
  3. Don't rely on stop or seed. Both are accepted and ignored, so truncate output in your own code
  4. Honour x-should-retry: false on a 429. It means a daily limit is spent and Retry-After counts to 00:00 UTC
  5. Set max_completion_tokens yourself on long prompts. The default budget isn't reduced to fit the prompt and includes reasoning tokens

RouterPlus

  1. Send max_tokens on every request. Without it the balance hold assumes up to 32,768 output tokens and can return insufficient_quota on a small balance
  2. Switch on error_type. Retry rate_limit after retry-after, and stop on insufficient_quota, which needs a person to add credit or raise a cap
  3. 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
  4. Copy model ids from GET /v1/models or /api/models.json. An unknown id is a 404 and the gateway never substitutes one
  5. Use /v1/messages for Claude when you need thinking or server tools, and /v1/chat/completions with response_format only 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.

Other comparisons with Beam 1.0 or RouterPlus

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