Kalibr routes every request to lower-cost model and tool paths without degrading performance.
OpenAI
Anthropic
Google
DeepSeek
Hugging Face
LangChain
CrewAIOpenAI Agents SDKOpenAIAnthropicGoogleDeepSeekHugging FaceLangChainCrewAIOpenAI Agents SDKAny model, any modality. Adaptive infrastructure for production agents.
Static agents overpay and drift. Kalibr adapts automatically.
Simple requests move to lower-cost paths. Hard requests stay on stronger ones.
Define the models, tools, and success criteria available to each workflow.
Kalibr tracks cost, latency, and performance in your live system, not static benchmarks.
Each request goes to the lowest-cost model and tool path that still meets your performance bar. If a path degrades, Kalibr shifts automatically.
Most requests do not need your strongest model. Kalibr makes sure they do not default to it.
When a model degrades, a tool fails, or pricing shifts, Kalibr moves traffic to a better path automatically.
No brittle rules. No constant config changes. No watching dashboards to keep costs under control.
Kalibr improves routing decisions as more requests run through the system.
Usage-based pricing for teams shipping agents in production.
Connect Kalibr once. Cost drops. Performance holds. Routing adapts automatically.