Testing

Confident AI

Platform for evaluating and monitoring LLM performance with automated testing, tracing, and observability.

confident-ai.com

Verified API available Free tier

Quick facts
What is it	Platform for evaluating and monitoring LLM performance with automated testing, tracing, and observability.
Pricing	Freemium — from $19.99/mo
Free tier	Yes
Platform	Web Application
API	Yes
Best for	Testing LLM performance before deployment, Monitoring AI systems for regressions
Domain registered	2023

Data updated Aug. 1, 2026

What does Confident AI do?

Confident AI is a specialized platform designed to help teams build and maintain reliable AI systems, specifically focusing on Large Language Models (LLMs). It provides tools for evaluating LLM performance, running automated tests, and monitoring systems in production. The core function is to catch regressions, measure model effectiveness, and ensure AI applications perform consistently over time.

The platform works by integrating with your existing LLM applications through its open-source framework, DeepEval. You can choose from over 30 different evaluation metrics tailored to specific use cases, then automatically run tests to compare different prompts and models. What makes Confident AI stand out is its component-level tracing capability, which lets you pinpoint exactly where failures occur in complex LLM pipelines, and its integration with CI/CD systems that enables teams to deploy updates confidently.

This tool is particularly valuable for AI engineers and product teams who need to prove their AI systems are improving rather than regressing. Real-world use cases include ensuring chatbot responses remain helpful, verifying that document processing accuracy doesn't degrade after model updates, and providing stakeholders with concrete metrics showing AI system reliability. Companies use it to save hundreds of hours on debugging and significantly reduce inference costs by catching issues early.

Developer Tools LLM Testing

#ai reliability#ai testing#developer tools#llm evaluation#observability#prompt engineering#regression testing

Key features

What makes it stand out

Automated LLM evaluation with 30+ metrics

Regression testing integrated into CI/CD pipelines

Component-level tracing to debug LLM pipelines

Real-time observability and production alerts

Dataset curation and prompt management tools

Who is Confident AI for?

Who benefits most from this tool

Testing LLM performance before deployment

Monitoring AI systems for regressions

Debugging failures in complex LLM pipelines

Pricing

Free tier available — start without a credit card

Free

1 projects
1 week data retention
5 test runs per week
DeepEval testing reports on Confident AI
Evals in development and CI/CD
LLM tracing
Prompt versioning
Community and documentation support

Starter

$19.99/month

Everything in Free, plus:

1 projects
1 user seats
1 month data retention
20,000 llm traces per month per project
5,000 online evaluation metric runs per month
Full LLM unit and regression testing suite
Model and prompt scorecards
Annotate evaluation datasets on the cloud
Custom metrics for any use case
Online evaluations
Human-in-the-loop feedback leaving
Email support

Premium

$79.99/month

Everything in Starter, plus:

1 projects
1 user seats
6 months data retention
75,000 llm traces per month per project
25,000 online evaluation metric runs per month
Real-time performance alerting
Dataset backup and revision history
No-code LLM evaluation workflows
Full API Access
Priority email support
HIPAA (add-on)

Team

Custom

Everything in Premium, plus:

unlimited projects
10 user seats
6 months data retention
500,000 llm traces per month org
100,000 online evaluation metric runs per month
Custom roles and permissions management
HIPAA
SOC2
SSO
Dedicated support channel
Feature prioritization
Custom data residency (add-on)
Custom data retention (add-on)
Custom SLAs (add-on)

Enterprise

Custom

Everything in Team, plus:

unlimited projects
unlimited llm traces
unlimited user seats
customized data retention
unlimited online evaluations
AI red teaming
Infosec review
On-demand penetration testing
Dedicated On-Prem Deployment
Dedicated 24x7 technical support

Trust & presence

Domain Domain registered 2023

Gallery

Click any image to enlarge

Confident AI — pricing page — Pricing page

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