RagMetrics

RagMetrics

Automate your LLM application evaluation loop
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RagMetrics is the best LLM Judge on the market, offering automated evaluation loops, custom performance metrics, and A/B testing to improve your pipeline with data. It's compatible with all LLMs, commercial and open-source, and provides detailed analytics for smart tradeoffs between quality, latency, and cost.

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How to use RagMetrics?

RagMetrics helps you define a KPI for your use case and measure that KPI for standalone models and within your pipeline. It automates the evaluation loop with synthetic data generation and judge-LLMs, allowing you to iterate and get to production faster without manual labeling.

RagMetrics 's Core Features

  • Best LLM Judge on the Market with 95% Human-LLM agreement
  • Custom Performance Metrics tailored to your task
  • A/B Testing for pipeline improvement with data
  • Retrieval Optimization for high-stakes scenarios
  • Compatible with all LLMs, commercial and open-source
  • Over 1,000 rubrics to choose from for your use case
  • Detailed analytics for quality, latency, and cost tradeoffs

    • RagMetrics 's Use Cases

  • Prove your ROI to customers and investors by measuring value-add
  • Pick the right language model by making smart tradeoffs among KPIs
  • Automate evaluation loops to scale beyond manual labeling
  • Optimize retrieval for high-stakes applications
  • Improve pipelines with data-driven A/B testing

    • RagMetrics 's Pricing

    Free

    Free

    Synthetic data (excl Zip files and no download), All AI Models, 1 custom metric, Library of 210 metrics, Dashboard, A/B Testing, Experiments, 1 user, 10 experiment runs, Community support via Discord

    Startup

    Let's Talk

    Synthetic data (limited), All AI Models, 3 Custom metrics, Library of 210 metrics, Dashboard, A/B Testing, Experiments, 3 users, 500 LLM Judgements per month, Email support

    Enterprise

    Let's Talk

    Synthetic data generation (unlimited), All AI Models, Unlimited Custom metrics, Library of 210 metrics, Dashboard, A/B Testing, Experiments, Unlimited users, 5,000 LLM Judgements per month, Dedicated account manager and Slack Channel, SSO / SAML, Cloud or on-prem

    RagMetrics 's FAQ

    Most impacted jobs

    Data Scientists
    Machine Learning Engineers
    AI Researchers
    Product Managers
    Software Developers
    Technical Leads
    CTOs
    AI Product Developers
    MLOps Engineers
    AI Consultants

    RagMetrics 's Tags

    #LLM#AI Evaluation#Machine Learning#A/B Testing#Data Science#Synthetic Data#Performance Metrics

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