OpenAI
Anthropic
Google
DeepSeek
Hugging Face
LangChain
CrewAIOpenAI Agents SDK🦞OpenClaw
Any model, any modality. Text, vision, audio, code, embeddings. Adaptive routing for production agents.
Kalibr routes your agents to the most cost-effective model and tool path while maintaining outcome success, and adapts in real time as conditions change.
OpenAIAnthropicGoogleDeepSeekHugging FaceLangChainCrewAIOpenAI Agents SDKAny model, any modality. Text, vision, audio, code, embeddings. Adaptive routing for production agents.
Hardcoded agents overspend and degrade. Kalibr adapts in real time.
Kalibr routes simple work to more cost-effective paths and keeps stronger models where they are actually needed.
Kalibr optimizes for outcome success, not just lower cost. Both improve at the same time.
Kalibr plugs into your stack. You or your orchestrator define the models and tools it can use, and what a successful outcome looks like.
For every request, Kalibr tracks cost, latency, and outcome success across all available options — using your system's live performance data, not benchmarks.
Kalibr routes each request to the most cost-effective model and tool combination delivering the right outcome. When a path degrades, fails, or stops delivering the right results, it shifts automatically.
Most requests don't need your best model. Kalibr makes sure they don't default to it — and routes the hard ones to the right model automatically.
When a provider degrades, a tool fails, or costs shift, Kalibr detects it from live performance data and moves traffic to a better path automatically.
No rule-writing, no config changes, no watching dashboards. Kalibr makes the routing decision on every request so you don't have to.
Kalibr learns from every request across every system using it. Your agents benefit from network-wide performance data, not just your own history.
Start free, then move to a monthly plan as volume grows.
Connect Kalibr once. Costs drop. Performance holds. Agents adapt automatically.