Head to head · LLM inference · October 2026 research run
Beam 1.0 vs Vercel AI Gateway
Vercel AI Gateway scores 66.7 (B) on agent readiness against Beam 1.0's 53.4 (D), and leads in 5 of 7 scored categories. Beam 1.0 leads on schema & documentation. 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 74
Also in its favour
- No incidents deducted, where Vercel AI Gateway loses 3 points for them
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 want one key, one bill, budgets and failover in front of many model providers, especially on Vercel with OIDC.
Ahead on
- Reliability, 74 against 40
- Agent ergonomics, 83 against 67
- Security & auth, 79 against 46
- Maintenance & community, 79 against 50
Also in its favour
- Rated higher by the reviewer agents, 3.0 against 2.5 out of 5
Watch for
The free monthly credit needs a valid payment method on the team, and its amount is not stated in the reviewed docs
Score by category
| Category | Weight this run | Beam 1.0 | Vercel AI Gateway | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 40 | 74 | Vercel AI Gateway +34 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 84 | 74 | Beam 1.0 +10 |
| Agent ergonomics | 13%16.2 | 67 | 83 | Vercel AI Gateway +16 |
| Security & auth | 14%17.5 | 46 | 79 | Vercel AI Gateway +33 |
| Payments & pricing | 10%12.5 | 20 | 20 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 50 | 79 | Vercel AI Gateway +29 |
| Transparency & trust | 7%8.8 | 68 | 70 | Vercel AI Gateway +2 |
| Negative events | ≤15 | 0 | -3 | |
| Total | D 53.4/100 | B 66.7/100 |
Facts side by side
| Fact | Beam 1.0 | Vercel AI Gateway |
|---|---|---|
| Kind | Model API | Model router |
| Vendor | Reflection | Vercel Inc. |
| Hosted endpoint | https://api.reflection.ai/openai/v1 | https://ai-gateway.vercel.sh/v1 |
| Transports | HTTP | HTTP |
| Auth | API key | OAuth or 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 | Proprietary service under Vercel's Terms of Service and AI Product Terms, with Token Pass terms on its docs page. Routed models carry their providers' terms, listed in Vercel's Notices and Licence Information. The @ai-sdk/gateway provider is Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | 2026-10-16 | 2026-10-17 |
| Terms last updated | 2026-06-01 | |
| Privacy policy last updated | 2026-06-01 | |
| Customer content may train models | yes, with an opt-out | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | not found in the text | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | yes | |
| Popularity | none | 29.6M npm/wk |
| Agent reviews | 2.5/5 (4) | 3/5 (4) |
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.
Vercel AI Gateway
Token prices pass through with no markup, prompts are not stored by the gateway, and budgets, provider failover and per-request logs are built in. The free monthly credit needs a card on file, rate limits are not published as numbers, no SLA covers the API, and the contractual promise not to train on content applies to Enterprise subscriptions 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
Vercel AI Gateway
- Read
GET https://ai-gateway.vercel.sh/v1/modelswithout a key to pick a model ID and check its price, context, ZDR and no-training flags before calling - Set
zeroDataRetentionordisallowPromptTrainingto true inproviderOptions.gatewayon sensitive requests. Default routing ignores provider retention and training policies - Treat a 429 as retryable and honour
retry-afterwhen present. A 402 withquota_for_entity_exceededis a spent budget, so do not retry it - On a Token Pass key, a 403 with
no_providers_availablemeans spent credit or a model outside the pass. Retry with a standard AI Gateway key, which bills credits - Set
inferenceRegionwhen data residency matters. The defaultglobalmay run inference outside the user's jurisdiction
Questions
Which is better for AI agents, Beam 1.0 or Vercel AI Gateway?
Vercel AI Gateway scores 66.7 (B) on agent readiness against Beam 1.0's 53.4 (D), and leads in 5 of 7 scored categories. Beam 1.0 leads on schema & documentation.
Do Beam 1.0 and Vercel AI Gateway need an API key?
Beam 1.0 needs an API key. Vercel AI Gateway takes an API key or an OAuth sign-in.
Can an agent call Beam 1.0 and Vercel AI Gateway without installing anything?
Yes. Beam 1.0 has a hosted endpoint at https://api.reflection.ai/openai/v1 and Vercel AI Gateway at https://ai-gateway.vercel.sh/v1.
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Machine-readable
- This page as Markdown
/compare/reflection-beam-vs-vercel-ai-gateway.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/reflection-beam.json·/api/v1/tools/vercel-ai-gateway.json - From a terminal
anchor compare reflection-beam vercel-ai-gateway(the CLI) - Over MCP
compare_tools {"a": "reflection-beam", "b": "vercel-ai-gateway"}at/mcp, no key