Observe, Replay and
Compress LLM traffic.
TokenBee sits between your RAG applications and your LLM providers. Get high-fidelity query-aware compression, session replays, and complete observability with our unified SDKs.
App or Agent
One gateway, many providers.
Your application sends requests to TokenBee, where we can compress your prompts and reduce token usage automatically, then forward them to the LLM provider of your choice.
- Normalize responses across models so you can switch providers easily
- Observe and debug production AI traffic end-to-end
- Control costs with query-aware token compression and caching
Supported Providers
// Initialize with your TokenBee key + provider key (BYOK)
const bee = new TokenBee({
apiKey: 'tb_live_...',
llmKey: 'sk-your-provider-key'
});
const res = await bee.send({
model: TokenBeeModel.OpenAIGPT4o,
input: {
messages: [{ role: 'user', content: 'Explain token compression' }],
compression: 'auto',
rate: CompressionRate.High,
}
});
console.log(res);
Why TokenBee?
Intelligence at the edge.
Query-Aware Compression
We use a proprietary semantic compression engine optimized for LLM calls. It detects and removes redundant semantic tokens without degrading output quality.
Unlike dumb token removal, TokenBee extracts your actual intent and compresses surrounding context dynamically. Save up to 50% without losing reasoning quality.
App Session Replays
RAG pipelines often fail silently. TokenBee records every step, prompt, and tool call. Play back any session frame-by-frame (opt-out anytime with strict privacy controls).
BYOK Architecture
Bring Your Own Key. Your provider API keys pass through the SDK and are forwarded directly to the LLM. TokenBee never stores them.
Maintain full control over your provider billing, rate limits, and security posture.
Upcoming: Semantic Agent Compression
We are building a specialized compression mode for autonomous coding agents. Minimize context bloat in deep RAG loops without losing reasoning precision.
Simple, transparent pricing
Choose the plan that's right for your traffic. All paid features are currently unlocked for early adopters.
Free
Start optimizing your LLM costs
- Automatic prompt compression
- Multi-provider routing
- Basic observability
Starter
For indie developers
- Automatic compression (balanced)
- Multi-provider support
- 30-day log retention
- Cost & token savings insights
Pro
For growing apps
- Advanced compression (aggressive)
- Full observability dashboard
- Priority support
- Detailed savings analytics
Scale
Pay as you grow
- Unlimited usage
- Volume discounts
- Dedicated support
Ready to ship faster?
Join developers saving money and debugging easier with TokenBee.