# Confident AI

> Evaluation and observability workspace that monitors agent traces and turns failures into regression tests

Source: https://dontaskagain.com/confident-ai
Website: https://www.confident-ai.com/?utm_source=dontaskagain
Pricing: Freemium
Categories: [Evals](https://dontaskagain.com/categories/evals.md)
Listed: 2026-10-18
Updated: 2026-10-18

Confident AI is an evaluation and observability platform for LLM applications and agents, built by the team behind the open-source DeepEval and DeepTeam frameworks. Engineering, product, QA and domain experts share one workspace to monitor production, review traces and turn feedback into evals that run on every release.

**Key features:**

- Evaluate every production trace, group failures into issues and alert the team.
- Inspect trace trees of each agent, tool and LLM step with tokens and latency.
- Turn a flagged bad response into a custom metric checked on every release.
- Run unit and regression tests in development and CI/CD.
- Annotate outputs in queues and version prompts with Git-based workflows.
- Simulate chats and red-team applications for vulnerabilities.

Confident AI runs as a hosted cloud, with dedicated on-prem deployment, HIPAA and custom data residency on Enterprise. The free plan includes 2 seats, 1 project and 5 test runs a week; Starter is $200/month and Team $2,000/month, with trace storage at $1 per GB-month beyond the included amount.

## More evals

- [LangSmith](https://dontaskagain.com/langsmith.md): LangChain's platform for tracing, monitoring, evaluating and debugging LLM apps and agents in production
- [Langfuse](https://dontaskagain.com/langfuse.md): Open-source platform for tracing, evaluating and improving LLM apps and agents, with prompt management
- [Arize](https://dontaskagain.com/arize.md): Observability and evaluation platform that traces agents, runs evals at scale and helps debug and fix them
- [Braintrust](https://dontaskagain.com/braintrust.md): Platform for tracing agents in production, running evals and turning real traffic into regression tests
- [Galileo](https://dontaskagain.com/galileo.md): Evaluation and observability platform that turns tuned evals into low-cost runtime guardrails for agents