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Confident AI

Paid

LLM testing and evaluation

AI Workflow Automation · LLM Benchmarking & Model Routing
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CompanyConfident AI
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About Confident AI

What this tool does and how it can help you

LLM testing and evaluation

Prompts for Confident AI

Challenges using Confident AI

Key Capabilities

What you can accomplish with Confident AI

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

Technical specifications and requirements

License

Paid

Pricing

Unknown

Feature Highlights

Detailed features and capabilities

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

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Frequently Asked Questions about Confident AI