Is Bee a drop-in replacement for the OpenAI API?

Bee serves the OpenAI chat-completions API shape, so in most cases migrating is a base-URL and API-key change with your existing SDK. Tool calling and JSON mode use the same request fields.

Does Bee have a free tier to test against?

Yes. Bee Cell is free with a monthly token allowance and no card required, so you can validate the integration before committing to a paid tier.

Can I self-host or deploy Bee privately?

Yes — Bee Enclave is a private/sovereign deployment path of the same platform, for teams that cannot use a shared SaaS endpoint. Pricing starts from published Enclave tiers.

Does Bee train on my prompts?

No. Customer prompts are not used to train the base model.

Choosing an OpenAI-compatible API alternative

Bee implements the OpenAI chat-completions API shape, so migrating is usually a base-URL and key change. Here is an honest checklist for evaluating any alternative — answered with Bee's own verifiable facts, not claims about anyone else.

What to check in any OpenAI-compatible alternative

The term 'OpenAI-compatible' is used loosely. Before you migrate, verify the things that actually break integrations and budgets — API shape, streaming, tool calling, structured output, pricing transparency, and where your data goes.

→Endpoint compatibility — does it serve /v1/chat/completions with the same request/response shape so existing SDKs work unchanged? Bee: yes, drop-in base URL + API key.
→Tool calling + JSON mode — are function calling and structured (JSON-schema) output actually served, not 'coming soon'? Bee: served and live-verified on the paid tiers.
→Free tier — can you prototype without a card? Bee: Bee Cell is free with a monthly allowance, no card.
→Per-token pricing you can audit — are input/output rates published per million tokens? Bee: yes — Cell from $0.15/$0.60, Comb $0.50/$1.50 per 1M in/out.
→Deployment control — is there an on-prem / sovereign path, or SaaS-only? Bee: a sovereign Enclave deployment path exists (from $50,000/mo).

How Bee approaches it

Bee is a tiered platform behind one OpenAI-compatible API. You pick a tier by name (Cell → Swarm) or let routing choose; the endpoint, SDKs, and tool/JSON semantics stay identical across tiers.

Because the wire format matches, most teams point their existing OpenAI SDK at Bee's base URL and keep their code. Vision and video input, RAG, and a hosted MCP server are available through the same surface.

Where Bee is deliberately different

→Post-quantum at rest — Bee wraps stored data with NIST-finalized ML-KEM/ML-DSA (FIPS 203/204/205), a posture most hosted APIs do not emphasize.
→1M-token long context — Comb and Buzz serve up to 1,010,000 tokens via dedicated long-context serving, live-verified end to end.
→Sovereign path — the same platform can be deployed into a private or regulated environment (Bee Enclave), not just consumed as SaaS.
→No prompt training — customer prompts are not used to train the base model.

Frequently asked questions

Is Bee a drop-in replacement for the OpenAI API?: Bee serves the OpenAI chat-completions API shape, so in most cases migrating is a base-URL and API-key change with your existing SDK. Tool calling and JSON mode use the same request fields.
Does Bee have a free tier to test against?: Yes. Bee Cell is free with a monthly token allowance and no card required, so you can validate the integration before committing to a paid tier.
Can I self-host or deploy Bee privately?: Yes — Bee Enclave is a private/sovereign deployment path of the same platform, for teams that cannot use a shared SaaS endpoint. Pricing starts from published Enclave tiers.
Does Bee train on my prompts?: No. Customer prompts are not used to train the base model.

OpenAI-compatible, down to the wire format A private LLM API your security team can sign off on Self-hosted LLM vs cloud API — without the false binary

Start on the free tier

Bee Cell is free — no card. Scale to paid tiers, the API, or sovereign deployment when you are ready.

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