Model Evaluation And Comparison

via “dataset-based model evaluation with built-in and custom evaluators”

Build AI agents and workflows in Microsoft Foundry, experiment with open or proprietary models.

Unique: Provides built-in evaluators (F1, relevance, similarity, coherence) with custom metric support directly in VS Code, avoiding the need for separate evaluation frameworks (LangChain Evaluators, Ragas, DeepEval) or manual metric implementation

vs others: Integrates model evaluation into the development workflow with pre-built metrics and custom extensibility, reducing setup time compared to standalone evaluation frameworks that require separate Python environments and configuration