Confident AI
An LLM evaluation and observability platform built for benchmarking, monitoring, and testing AI applications.
What is Confident AI?
Confident AI is an LLM evaluation and observability platform designed to help development teams test, benchmark, and safeguard LLM application performance. Developed in tandem with the open-source deepeval framework, the platform offers deep eval metrics and tracing capabilities to evaluate prompts, select models, and identify regressions. By incorporating evaluation methodologies such as LLM as a judge alongside standardized LLM benchmarks, Confident AI helps developers analyze LLM outputs, reduce manual review cycles, and manage datasets. It functions as a structured environment for managing evaluation datasets, monitoring production systems, and running regression tests.
Category
Best Confident AI use cases by task, role, industry, and platform
These use cases show where Confident AI fits best, ranked by fit score before popularity or pricing.
Confident AI Pricing Plans
Compare Confident AI free options, Confident AI paid pricing plans, and usage notes before you choose the best way to use this AI tool in 2026.
Free, Starter from $29.99/mo
For those exploring Confident AI. Includes 1 project, 5 test runs per week, and 1 week of data retention.
For teams proving ROI with LLM products. Includes starting from 1 user seat, 1 project, 10k monitoring LLM responses/month, and 3 months of data retention.
For teams shipping mission-critical LLM products. Includes starting from 1 user seat, 1 project, 50k monitored responses/month, 50k online eval metric runs/month, and 1 year of data retention.
For high-scale, enhanced security, and compliance needs. Includes unlimited user seats, projects, guardrails, and 7 years of data retention.
Pricing updated:Jun 12, 2026
Confident AI AI Features
Confident AI Pros and Cons
Pros
- Integrates natively with the open-source DeepEval framework
- Supports a wide range of LLM-as-a-judge and custom evaluation metrics
- Provides detailed step-by-step tracing for debugging pipeline weaknesses
- Meets high compliance standards suitable for regulated industries
Limitations
- The free tier limits users to 5 test runs per week
- On-premise deployment and custom evaluation models require higher-tier plans