Flexible, Automated Experimentation: Coding-Optional Experimentation Analysis, Run in your Warehouse or Ingest Your Data, Support for Frequentist and Bayesian Analysis, User Identity Resolution.
Trustworthy, Verifiable Results: Fully Documented Stats Methodology, Automatic A/A testing, Exports for Raw Data and Summary Stats, Health Checks (SRM, pre-experiment bias).
Flexible, Automated Experimentation: Coding-Optional Experimentation Analysis, Run in your Warehouse or Ingest Your Data, Support for Frequentist and Bayesian Analysis, User Identity Resolution.
Advanced Treatments and Controls: Sequential Testing, Outlier Management (Winsorization), Variance Reduction (CUPED), Control for Multiple Comparisons.
Mature SDK Functionality: Mutually Exclusive Experiments, Managed Holdouts, Switchback Testing, Advanced User Targeting & Segmentation.
Advanced Treatments and Controls: Sequential Testing, Outlier Management (Winsorization), Variance Reduction (CUPED), Control for Multiple Comparisons.
Trustworthy, Verifiable Results: Fully Documented Stats Methodology, Automatic A/A testing, Exports for Raw Data and Summary Stats, Health Checks (SRM, pre-experiment bias).
Mature SDK Functionality: Mutually Exclusive Experiments, Managed Holdouts, Switchback Testing, Advanced User Targeting & Segmentation.