Nadir is a Python package designed to dynamically choose the best llm for your prompt by balancing complexity and cost and response time.
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Updated
Feb 11, 2025 - Python
Nadir is a Python package designed to dynamically choose the best llm for your prompt by balancing complexity and cost and response time.
Stop overpaying to run your agents. Kalibr routes every request to lower-cost model and tool paths without degrading performance.
Track, visualize, and optimize LLM API spending. Monitor OpenAI & Anthropic costs per feature, detect waste, suggest savings. Zero-config Python profiler.
Local-first observability for Claude Code - drill into costs, prompts, and tool calls turn by turn. Zero instrumentation.
Your AI agents are burning money. AImeter shows you exactly how much.
Free AI API cost calculator SDK for TypeScript and Python with verified, continuously updated model pricing.
Calculate your AI agent infrastructure costs. Compare cloud-only vs hybrid local+cloud inference. Real numbers from production.
Governance layer for token-scoped authority and policy enforcement.
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Smart LLM request routing and cost management system
Just-In-Time (JIT) Speculative Decoding across LLMs
Token cost is a design problem, not a billing problem. Most LLM cost overruns come from architectural waste, not model pricing. This tool is a token waste profiler that helps you understand where your tokens are going and which ones are useless.
Token Price Estimation for LLMs
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