18.5
GrowthBook is a warehouse-native platform for experimentation, feature flags, and product analytics.
Free planOpen sourceAndroidiOSWeb
Best Experimentation Platforms in 2026
Experimentation platforms help you compare ways to test product changes and manage feature releases. Compared on experiment methods and statistical model, the entries also differ in support for feature rollouts, mobile experiments, and server-side experiments. If you are weighing access and cost, check free-plan availability, included users, and the paid-from price along with the capabilities you need. Confidence by…
28.3
Free planAndroidiOSWeb
38.1
Statsig is an experimentation and product platform for assigning experiments, analyzing results, and managing feature releases.
Free planAndroidiOSWeb
- 4
AB Tasty
AB Tasty provides experimentation, personalization, feature management, mobile app testing and analytics for web and mobile teams.
AndroidiOSWebAPI7.9From €15,000 a year - 5
Bucketeer
Bucketeer is an open-source feature flag platform for self-hosted deployment.
Free planOpen sourceAndroidiOSWebAPI7.9Free plan - 6
Marpipe
Marpipe helps brands turn product catalogs into ad campaigns and manage Dynamic Product Ads.
Free planWebExtension7.5From $199 a month - 7
ABsmartly
ABsmartly is an experimentation platform for running A/B tests and feature flags, aimed at product, engineering and data teams.
AndroidiOSWebAPI7.4 - 8
Confidence by Spotify
Confidence by Spotify is a warehouse-native platform for running A/B tests, managing feature flags and using product data to inform decisions.
Free planAndroidiOSWebAPI7.4From $449 a month - 9
Convert Experiences
Convert Experiences is an A/B testing and personalization suite for web and mobile.
AndroidiOSWebAPI7.1From $399 a month - 10
Kameleoon
Kameleoon provides experimentation tools for marketing, product, and engineering teams working on front-end, back-end, and in-app experiences.
AndroidiOSWebAPI7.1From $495 a month - 11
Datadog Experiments
WebAPI7.0From $450 a month - 12
Monetate
Monetate is a digital experience optimization platform that brings AI, personalization, recommendations, and experimentation together.
AndroidiOSWebAPI6.8 - 13
Compose
Compose is a pay-as-you-go platform for web A/B testing and conversion rate optimization.
Free planWeb6.7$400 one-time - 14
VWO Testing
VWO Testing helps teams create, target, measure, analyze, and roll out web experiments.
AndroidiOSWebAPI6.5 - 15
VWO Feature Experimentation
VWO Feature Experimentation lets teams compare feature variations and measure their real-world impact, including changes to backend logic, pricing…
AndroidiOSWebAPI6.3 - 16
Evolv AI
Evolv AI uses AI and machine learning to optimize digital customer experiences through experimentation and personalization.
AndroidiOSWebAPI6.2 - 17
Optimizely Experimentation
Free planAndroidiOSWeb6.2Free plan - 186.2From $99 a month
- 19
Conductrics
Conductrics combines web and server-side experimentation, adaptive optimization, and customer research in one platform.
AndroidiOSWebAPI6.1 - 20
Eppo
Eppo, now Datadog Experiments, is an experimentation and feature-flagging platform for measuring product changes.
AndroidiOSWebAPI6.1 - 21
Adobe Target
AndroidiOSWeb5.6 - 22
Optimizely Feature Management
AndroidiOSWeb5.5 - 23
ado
ado is a free, open-source Python platform for planning computational experiment campaigns and running them at scale.
APISelf-hosted4.9