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Statsig vs. Amplitude

Statsig is the leading experimentation platform that empowers teams to ship faster, automate A/B testing, and make data-driven decisions at scale. Statsig also offers a comprehensive analytics suite that helps users clearly map features to business metrics and dive deep into what matters.

Amplitude is a product analytics solution that allows growth teams to gain deep insight into user behavior to answer questions critical to digital business strategy. Amplitude's recent product features inch towards the A/B testing and experimentation space.

Statsig’s main advantages over Amplitude are:

  • Metrics-focused feature management

  • More diverse features in one platform (feature flags, experimentation, analytics)

  • Better visibility of experiments and metrics, uniting product and engineering teams

  • Comprehensive SDKs, ease of startup, and ease of use

Left Bracket
Left Bracket

Statsig vs. Amplitude

Feature Comparison
A/A tests
Easily create A/A tests to ensure data reliability
A/B tests
Launch features behind A/B tests
Experimentation
Launch features as experiments
Automatic rollout metrics
Automatic measurement of metric impact for every rollout
Snapshot metrics view
Single view of all metrics for a feature rollout
Tooling for semantic layer sync
No need to manually recreate metrics from warehouse to Statsig
Product analytics
Easily collect crucial insights to drive product decisions
Comprehensive SDK support coverage
SDKs for every major language and support to help with setup
Sequential testing
Adjusted p-values to compensate for false-positives
Switchback testing
Switch entire populations back and forth between test and control
CUPED
Remove bias using pre-experiment data
Holdouts
Track the impact of multiple experiments and features over time
Multi-armed bandit experiments
Automatically allocate population towards the winning variant
* This comparison data is based on research that was conducted in September 2023.

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Why the best build with us

OpenAI OpenAI
Brex Brex
Notion Notion
SoundCloud SoundCloud
Ancestry Ancestry
At OpenAI, we want to iterate as fast as possible. Statsig enables us to grow, scale, and learn efficiently. Integrating experimentation with product analytics and feature flagging has been crucial for quickly understanding and addressing our users' top priorities.
OpenAI
Dave Cummings
Engineering Manager, ChatGPT
Brex's mission is to help businesses move fast. Statsig is now helping our engineers move fast. It has been a game changer to automate the manual lift typical to running experiments and has helped product teams ship the right features to their users quickly.
Brex
Karandeep Anand
President
At Notion, we're continuously learning what our users value and want every team to run experiments to learn more. It’s also critical to maintain speed as a habit. Statsig's experimentation platform enables both this speed and learning for us.
Notion
Mengying Li
Data Science Manager
We evaluated Optimizely, LaunchDarkly, Split, and Eppo, but ultimately selected Statsig due to its comprehensive end-to-end integration. We wanted a complete solution rather than a partial one, including everything from the stats engine to data ingestion.
SoundCloud
Don Browning
SVP, Data & Platform Engineering
We only had so many analysts. Statsig provided the necessary tools to remove the bottleneck. I know that we are able to impact our key business metrics in a positive way with Statsig. We are definitely heading in the right direction with Statsig.
Ancestry
Partha Sarathi
Director of Engineering
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