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Citadel Predict

Name: Citadel Predict
Brand: TechBaseDirectory

Discover accurate predictions for AI agent token usage and costs with Citadel Predict. Unlike other tools such as Langfuse, Helicone, and LangSmith, Citadel Predict provides forecasts before the agent is executed. By analyzing your task and tool list, this tool utilizes a calibrated ML model to offer an anticipated token range, confidence level, and out-of-distribution risk flag. Additionally, it estimates the cost in USD. Citadel Predict is available as a pip package with a CLI, an MCP server for Claude Desktop/Code, and a hosted API. It has been successfully tested on Linux, Windows, and macOS operating systems.

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