Platform

Developers

Resources

Pricing

Statsig Warehouse Native vs Statsig Cloud

Add Statsig to your warehouse for end-to-end experimentation including targeting and feature rollouts with holdouts and layers

Statsig Warehouse Native vs Statsig Cloud

Statsig Warehouse Native versus Statsig Cloud

Statsig Cloud

  • Statsig hosts your data.
  • Suite of SDKs, APIs, and integrations that allow you to manage assignments and log or import events and exposures.
  • Feature gates, a wide array of analytics tools, and 1 million metered events for free.
  • Suitable for organizations beginning their journey in data-driven experimentation, especially if they are already using other SaaS tools for data and metrics.
graph

Statsig Warehouse Native

  • Use Statsig’s Stats Engine within your data warehouse to calculate metric lifts using your pre-existing data sets.
  • Use third-party or your own SDKs for feature assignment or opt for Statsig’s SDKs for randomization.
  • Ideal for companies that are privacy-sensitive or already have a robust data team and infrastructure in place.
  • Integrates with various tools like Snowflake, BigQuery, Segment, Redshift, Databricks, etc., and supports a modular approach, allowing you to choose specific capabilities like assignment or experiment analysis.
  • Supports advanced features like multiple unit types, timeseries breakdowns, dimensional breakdowns, custom queries, advanced metrics, and statistical tools.
retention chart

Compare head-to-head

Feature/Aspect Statsig Warehouse Native Statsig Cloud
Data Hosting Data is hosted in your own data warehouse. Statsig hosts your data.
Primary Source of Metrics Warehouse is the primary source, ideal for using existing data pipelines and computation. Primary source of metrics comes from Statsig SDKs or CDPs like Segment.
Analysis Needs Flexible analysis on top of existing source of truth metric data. Automated experimentation for every experiment and product launch, especially with metrics from event logging.
Data Team Involvement Necessary for setting up warehouse connection and configuring core metrics. Involvement is optional but recommended for experiment design and readouts.
Costs Includes Statsig license plus costs for computation and storage in your warehouse. Total cost of ownership (TCO) is slightly lower, no warehouse costs involved.
Modularity Modular: Opt for integrated end-to-end platform or select subsets of capabilities. Integrated end-to-end platform covering SDKs for feature rollout, experiment execution, analysis, and readouts.
Integration with Existing Tools Seamless integration with tools like Snowflake, BigQuery, Segment, Redshift, Databricks, etc. Synergy with other SaaS tools for customer data and metrics, like Segment.
Privacy and Security Preferable for organizations with stringent data egress policies. Suitable for organizations with less restrictive data egress policies.
Setup Complexity Requires more initial setup, particularly around data warehouse integration. Easier setup for developers, less initial configuration required.
Experimentation Flexibility Supports advanced experimentation features using pre-existing data sets. Provides a reliable method for creating metrics with less engineering effort.
SDKs Usage Use your own or third-party SDKs for feature assignment; also supports Statsig SDKs. Primarily relies on Statsig SDKs for feature assignment and metrics logging.

A new, warehouse-native way to achieve statistical significance

In love with your flags and assignment tools? Add Statsig to your stack for end-to-end experimentation including targeting and feature rollouts with holdouts and layers

No extra overhead

Engineering teams can now liberally apply A/B testing on top of feature flags, with zero overhead. Statsig Warehouse Native provides a fast, responsive, and modular stats engine for experimentation analysis directly in your data warehouse

Save time

Make updates to experiments and recover from mistakes in less than 20 minutes, instead of waiting 20+ hours for revised results using other experimentation engines. Run experiment analyses in a matter of minutes

Hybrid solutions supported

Use Statsig for experiment analysis, leverage SDKs for end-to-end targeting and feature rollouts with holdouts and layers, or import offline experiments as part of a hybrid solution. Statsig meets you halfway, wherever that may be
Experimentation

What our customers say about us

Testimonials
“Statsig takes away all the pre-work of doing experiments. It's really easy to setup, also it does all the analysis.”
Rei do pitaco
Elaine Tiburske
Data Scientist
“We finally found a product that moves just as fast as we do and have been super impressed with how closely our teams collaborate.”
Whatnot
Rami Khalaf
Product Engineering Manager
“Statsig has been a game changer for how we combine product development and A/B testing.”
Recroom
Joel Witten
Head of Data

Experiment like the Professionals

Automate experiment analysis with the most sophisticated and trusted stats engine in the industry. Built for data scientists, by data scientists
Experiment like the pros

Flexible, Automated Experimentation

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

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

Mature SDK Functionality


  • Mutually Exclusive Experiments
  • Managed Holdouts
  • Switchback Testing
  • Advanced User Targeting & Segmentation

Advanced Treatments and Controls

Advanced Treatments and Controls


  • Sequential Testing
  • Outlier Management (Winsorization)
  • Variance Reduction (CUPED)
  • Control for Multiple Comparisons
OpenAI Whatnot Microsoft Varo Notion Bolt Univision Thumbtack Brex Reidopitaco DispatchHealth RecRoom Tempo LinkTree Go1 Vista SoundCloud Crowe NoCap Found Coda PitchBook Rappi Betterfly Hatch Ancestry Webflow Attentive Teladoc Flipkart OpenAI Whatnot Microsoft Varo Notion Bolt Univision Thumbtack Brex Reidopitaco DispatchHealth RecRoom Tempo LinkTree Go1 Vista SoundCloud Crowe NoCap Found Coda PitchBook Rappi Betterfly Hatch Ancestry Webflow Attentive Teladoc Flipkart

Try Statsig Today

Get started for free. Add your whole team!
We use cookies to ensure you get the best experience on our website.
Privacy Policy