Teams already using the DeepEval library who want a shared cloud dashboard.

Confident AI is the hosted companion platform to the open source DeepEval framework for managing datasets, tracing and evaluation results.

Cloud SaaS platform accessed via a login command, syncing results from the local DeepEval CLI.

Actively maintained alongside DeepEval into 2026 with regular feature additions including MCP server integration.

Adds shareable reports, dataset management and production monitoring on top of DeepEval's local evaluation logic.

Requires the open source DeepEval Python package and an API key to sync results to the cloud.

Commercial hosted service, evaluation logic runs locally via DeepEval but results and datasets are synced to Confident AI's cloud unless disabled.