Agent.so — Evaluate Machine Learning Models

Agent.so is a performance evaluation and metrics platform for machine learning engineers and data scientists.

Agent.so is an evaluation platform designed to measure the performance and reliability of machine learning models through rigorous metric analysis. This tool is built for data scientists and AI practitioners who need to validate model accuracy, precision, and recall before deploying to production. By providing clear visualizations of confusion matrices and feature importance, Agent.so helps technical teams identify exactly where their models are failing or succeeding. The platform simplifies the complex process of model auditing by offering standardized scorecards for F1 scores and behavior characteristics. Business owners can leverage Agent.so to ensure their AI implementations meet specific quality standards, reducing the risk of biased or inaccurate outputs. Detailed insights into model behavior allow for faster iterations and more confident scaling of machine learning initiatives. Verified on surfai.app, this tool bridges the gap between raw model output and actionable performance data. Users can analyze feature importance to understand which data points are driving decisions within their neural networks or classification models. This transparency is vital for industries requiring high levels of explainability, such as finance or healthcare. Agent.so facilitates a structured approach to model improvement by highlighting specific areas for optimization. The platform offers a freemium model with a free tier available for individual developers and scalable plans for larger engineering teams.

Specifications

Pricingfreemium
IntegrationsGitHub Labs, Python SDK, Jupyter Notebooks, TensorFlow, PyTorch, Scikit-Learn
Best fordata-scientists, ml-engineers, ai-practitioners, tech-founders
Website status checked2026-10-19T06:00:06.959+00:00

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