Confident AI
LLM testing and evaluation
About Confident AI
What this tool does and where it fits best.
LLM testing and evaluation
Prompts for Confident AI
Challenges using Confident AI
Key capabilities
What Confident AI is actually good at.
LLM Evaluation Platform
Benchmark and optimize LLM systems by measuring performance across prompts, models, and catching potential regressions using advanced metrics
End-to-End Performance Measurement
Measure comprehensive performance of AI systems by evaluating entire workflows and individual components using tailored metrics
Regression Testing
Run unit tests in CI/CD pipelines to mitigate LLM regressions and ensure consistent AI system performance across deployments
Component-Level Tracing
Evaluate and apply specific metrics to individual components of an LLM pipeline to identify and debug specific weaknesses
Enterprise Compliance Features
Offers HIPAA and SOC II compliance, multi-data residency, role-based access control, and data masking for regulated industries
Open-Source Integration
Easily integrate evaluations using DeepEval library with support for various frameworks and deployment environments
Prompt Management
Cloud-based prompt versioning and management system allowing teams to pull, push, and interpolate prompts across different versions
Tool details
Core technical and commercial details.
Feature highlights
Details that help this tool stand apart in the directory.
LLM Evaluation Platform
Benchmark and optimize LLM systems by measuring performance across prompts, models, and catching potential regressions using advanced metrics
End-to-End Performance Measurement
Measure comprehensive performance of AI systems by evaluating entire workflows and individual components using tailored metrics
Regression Testing
Run unit tests in CI/CD pipelines to mitigate LLM regressions and ensure consistent AI system performance across deployments
Component-Level Tracing
Evaluate and apply specific metrics to individual components of an LLM pipeline to identify and debug specific weaknesses
Enterprise Compliance Features
Offers HIPAA and SOC II compliance, multi-data residency, role-based access control, and data masking for regulated industries
Open-Source Integration
Easily integrate evaluations using DeepEval library with support for various frameworks and deployment environments
Prompt Management
Cloud-based prompt versioning and management system allowing teams to pull, push, and interpolate prompts across different versions
Dataset Management
Ability to pull, push, and manage evaluation datasets with versioning and collaborative features
Real-time Monitoring
Monitor LLM applications in production with real-time performance tracking and alerting
Custom Metrics Creation
Create and apply custom evaluation metrics tailored to specific use cases and business requirements