Top 100 A/B Testing Platforms in 2026

A/B testing platforms have evolved from simple page-splitting tools into full experimentation operating systems. The right platform depends on your use case — ecommerce, mobile apps, server-side features, email, or enterprise-scale experimentation. This comprehensive list covers 100 A/B testing platforms across every category, helping you find the right tool for your specific needs.

How to Use This List

We've organized platforms into categories:

Ecommerce & Shopify: Built for D2C and retail stores
Full-Stack Experimentation: Enterprise and developer-focused platforms
Mobile App Testing: Specialized for iOS and Android
Email A/B Testing: Email campaign optimization
Landing Page Testing: Focused on conversion page optimization
Feature Flagging: Developer-oriented feature control
Personalization: Behavioral targeting with testing built in

Category 1: Ecommerce & Shopify A/B Testing Platforms

1. CustomFit.ai

Best for: Shopify D2C brands that want no-code A/B testing and personalization. Pricing: $99/month (≈₹8,200) The only A/B testing platform built specifically for Shopify with no-code visual editing, audience personalization, and ecommerce-specific metrics. Bellavita achieved 11% CVR improvement; Kapiva 9.48%. 14-day free trial, no developer needed.

2. VWO (Visual Website Optimizer)

Best for: Teams wanting A/B testing + heatmaps + session recordings. Pricing: From ~₹8,000/month Strong visual editor, robust reporting, and a complete suite of behavioral analytics tools alongside testing.

3. Optimizely Web Experimentation

Best for: Enterprise ecommerce with large engineering teams. Pricing: Custom (typically $50,000+/year) The market leader for large-scale web experimentation. Feature-rich but priced for enterprise budgets.

4. AB Tasty

Best for: Ecommerce brands wanting personalization + testing. Pricing: Custom, mid-market pricing French platform with strong personalization features and an AI-powered audience targeting engine.

5. Kameleoon

Best for: Ecommerce with strong privacy requirements (GDPR). Pricing: Custom Strong European compliance, server-side testing, and AI-powered personalization.

6. Intelligems

Best for: Shopify stores testing price and content variations. Pricing: From $99/month Focuses specifically on price testing and content experiments for Shopify — including testing different prices for different audience segments.

7. Shogun

Best for: Shopify stores wanting A/B testing within a page builder. Pricing: From $39/month Shogun's page builder includes A/B testing for landing pages, useful for performance marketing teams.

8. GemPages

Best for: Shopify landing page A/B testing. Pricing: From $29/month Page builder with built-in A/B testing for Shopify product pages and landing pages.

9. Zipify Pages

Best for: Shopify stores building high-converting upsell and funnel pages. Pricing: From $67/month Focused on post-purchase upsells and funnel page optimization with A/B testing.

10. Replo

Best for: DTC brands building and testing landing pages rapidly. Pricing: From $99/month Collaborative landing page builder with A/B testing designed for performance marketing teams.

Category 2: Full-Stack & Enterprise Experimentation Platforms

11. Statsig

Best for: Product and engineering teams wanting warehouse-native experimentation. Pricing: Free tier + custom enterprise One of the fastest-growing experimentation platforms, with CUPED variance reduction and powerful feature flag capabilities.

12. LaunchDarkly

Best for: Feature flag management at scale. Pricing: From ~₹5,000/month The market leader in feature flags with experimentation capabilities built in.

13. Split.io

Best for: Engineering teams wanting feature flags + experiments together. Pricing: From ~₹8,000/month Combines feature management with impact measurement for engineering teams.

14. Unleash

Best for: Engineering teams wanting open-source feature flags. Pricing: Open-source (free to self-host) Popular open-source feature flag and experimentation platform.

15. Growthbook

Best for: Data teams wanting open-source statistical experimentation. Pricing: Open-source free; cloud from $0 Open-source A/B testing platform that connects to your existing data warehouse.

16. Eppo

Best for: Data-driven organizations with warehouse-first experimentation. Pricing: Custom Built for companies running experiments from Snowflake, BigQuery, or Databricks.

17. Amplitude Experiment

Best for: Product teams already using Amplitude for analytics. Pricing: Custom, usage-based Tight integration with Amplitude analytics enables rich experiment analysis without data exports.

18. Mixpanel A/B Testing

Best for: Product teams using Mixpanel for analytics. Pricing: Available on paid plans Experimentation built into Mixpanel's product analytics platform.

19. Heap

Best for: Retroactive experiment analysis without pre-tagging. Pricing: Custom Heap's auto-capture means you can analyze experiments against historical data you didn't plan for.

20. Convert Experiences

Best for: Privacy-first agencies and brands. Pricing: From ~₹4,000/month Strong GDPR compliance, enterprise-grade testing features at mid-market pricing.

Category 3: Mobile App A/B Testing Platforms

21. Firebase A/B Testing (Google)

Best for: Mobile apps using Firebase. Pricing: Free (part of Firebase) The most widely used free mobile A/B testing tool, tightly integrated with Firebase remote config and analytics.

22. Optimizely Full Stack

Best for: Enterprise mobile app experimentation. Pricing: Custom Extends Optimizely's web testing to mobile SDKs and server-side.

23. Statsig (Mobile)

Best for: Mobile app feature flags and experiments. Pricing: Free tier + enterprise Strong mobile SDK support alongside its web experimentation.

24. Apptimize

Best for: Native mobile app A/B testing. Pricing: Custom Specialized in native iOS and Android UI testing without requiring app store resubmission.

25. Leanplum

Best for: Mobile marketing + A/B testing. Pricing: Custom Combines mobile marketing automation with A/B testing for push notifications, in-app messages, and UI.

26. Airship (formerly Urban Airship)

Best for: Push notification and mobile engagement testing. Pricing: Custom Focused on testing mobile push notification content, timing, and segmentation.

27. CleverTap

Best for: Indian mobile-first brands wanting retention + testing. Pricing: Custom (Indian company, Bengaluru) CleverTap combines mobile analytics, engagement, and A/B testing — widely used by Indian D2C apps.

28. MoEngage (Mobile)

Best for: Indian brands wanting mobile + web experimentation. Pricing: Custom MoEngage's journey builder includes A/B testing for push, in-app, email, and web experiences.

29. Braze Canvas (with Content Test)

Best for: Large brand mobile engagement testing. Pricing: Custom (enterprise) Braze's Canvas flow builder includes A/B testing for multi-step mobile customer journeys.

30. Iteratively

Best for: Teams wanting clean data taxonomy + experimentation. Pricing: Custom Focuses on data quality for experiments — ensuring your tracking is trustworthy before you test.

Category 4: Email A/B Testing Platforms

31. Klaviyo A/B Testing

Best for: Shopify stores doing email-driven revenue optimization. Subject line, content, and send-time testing built into Klaviyo's email platform.

32. Mailchimp A/B Testing

Best for: Beginners testing email variables. Tests subject lines, send times, and content on the platform's free and paid plans.

33. Campaign Monitor

Best for: Agencies managing email A/B tests for multiple clients. Multivariate email testing with clear winner-selection automation.

34. HubSpot Email Testing

Best for: B2B and inbound marketing teams. A/B email testing built into HubSpot's marketing hub.

35. Omnisend A/B Testing

Best for: Ecommerce email + SMS testing. Tests subject lines, content, and send times for ecommerce workflows.

36. Litmus

Best for: Email rendering and deliverability testing. Technically a testing tool for email appearance across clients and devices, not conversion testing.

37. Email on Acid

Best for: Email quality assurance and rendering. Similar to Litmus — tests how emails render across different email clients.

38. Moosend

Best for: Budget email A/B testing. Affordable email platform with basic A/B testing capabilities.

39. GetResponse

Best for: Email + landing page A/B testing combined. Tests email campaigns and the landing pages they link to in one platform.

40. ActiveCampaign Testing

Best for: Complex email automation A/B testing. Tests branching automation paths, not just individual email elements.

Category 5: Landing Page A/B Testing Platforms

41. Unbounce

Best for: Performance marketing teams building and testing landing pages. Pricing: From ~₹3,500/month The most popular dedicated landing page builder with built-in A/B and AI-powered optimization.

42. Instapage

Best for: Enterprise performance marketing with granular personalization. Pricing: From ~₹8,000/month Strong collaboration features and personalization by audience segment per landing page.

43. Leadpages

Best for: Small business landing page testing. Pricing: From ~₹2,000/month Affordable landing page builder with built-in A/B testing.

44. ClickFunnels

Best for: Funnel-focused ecommerce brands. Pricing: From ~₹8,000/month Full funnel builder with A/B testing across all funnel steps.

45. Swipe Pages

Best for: Mobile-first landing page testing. Pricing: From ~₹1,500/month Optimized for mobile conversions with built-in A/B testing.

46. PageFly

Best for: Shopify landing page A/B testing. Pricing: From $19/month Shopify page builder with A/B testing for product pages and landing pages.

47. Hyros

Best for: Performance marketing attribution + testing insight. Pricing: Custom Focuses on tracking which landing page variants drive the most profitable customers, not just conversions.

48. Funnel.io

Best for: Multi-channel marketing data + landing page testing. Pricing: From ~₹4,000/month Aggregates marketing data with testing insights across channels.

49. TruConversion

Best for: Heatmaps + funnel + A/B testing. Pricing: From ~₹2,000/month Combines behavioral analytics with basic A/B testing for landing pages.

50. Webflow A/B Testing

Best for: Design-forward teams using Webflow. Pricing: Requires Optimize integration or Webflow native (in development) Webflow integrates with third-party tools for A/B testing on its CMS pages.

Category 6: Feature Flag & Developer-First Platforms

51. Flagsmith

Best for: Open-source feature flags with basic experimentation. Pricing: Open-source free; cloud from ~₹1,500/month

52. Flipt

Best for: Self-hosted feature flags. Pricing: Open-source (free)

53. Posthog

Best for: Open-source product analytics + feature flags + A/B testing. Pricing: Open-source free; cloud from $0 (generous free tier)

54. Harness

Best for: Feature flags tied to deployment pipelines. Pricing: Custom enterprise

55. CloudBees Feature Management

Best for: Enterprise DevOps-integrated feature control. Pricing: Custom

56. Taplytics

Best for: Mobile and web feature flags + A/B testing. Pricing: Custom

57. DevCycle

Best for: Developer-first feature management with experimentation. Pricing: Free tier + paid plans

58. OpenFeature

Best for: Open standard for feature flag tooling interoperability. Pricing: Open standard (free)

59. Flipper Cloud

Best for: Rails/Ruby developers wanting simple feature flags. Pricing: From ~₹2,000/month

60. ConfigCat

Best for: Teams wanting simple, affordable feature flags. Pricing: Free tier; paid from ~₹1,000/month

Category 7: Personalization Platforms with A/B Testing

61. Dynamic Yield (by Mastercard)

Best for: Enterprise retailers wanting full personalization stack. Pricing: Custom enterprise

62. Monetate

Best for: Large retailers wanting AI personalization + testing. Pricing: Custom enterprise

63. Salesforce Interaction Studio

Best for: Brands on Salesforce Marketing Cloud. Pricing: Custom

64. Adobe Target

Best for: Enterprise brands in the Adobe Experience Cloud ecosystem. Pricing: Custom enterprise

65. Qubit (acquired by Coveo)

Best for: Retail personalization with AI-powered recommendations. Pricing: Custom

66. Barilliance

Best for: Ecommerce personalization with product recommendations + testing. Pricing: From ~₹10,000/month

67. Nosto

Best for: Ecommerce product recommendations with A/B testing. Pricing: Performance-based pricing

68. Personyze

Best for: Website personalization + A/B testing. Pricing: From ~₹3,000/month

69. Evergage (now Salesforce Interaction Studio)

Best for: Real-time personalization tied to analytics. Pricing: Enterprise (acquired by Salesforce)

70. RichRelevance

Best for: Retail and ecommerce recommendations with experimentation. Pricing: Custom

Category 8: Specialized & Niche A/B Testing Tools

71. Crazy Egg (with A/B Testing)

Best for: Heatmap-first teams that want basic page testing. Pricing: From ~₹1,800/month

72. Nelio A/B Testing (WordPress)

Best for: WordPress sites. Pricing: From ~₹1,500/month

73. Simple Page Tester (WordPress)

Best for: WordPress A/B testing on a budget. Pricing: Free plugin

74. Google Optimize (discontinued 2023)

Note: Shut down September 2023. Migrate to CustomFit.ai or VWO.

75. Omniconvert

Best for: Ecommerce A/B testing + surveys + personalization. Pricing: From ~₹3,000/month

76. Finteza

Best for: Traffic quality analysis + basic testing. Pricing: From ~₹2,500/month

77. Hitsteps

Best for: Real-time analytics + A/B testing. Pricing: From ~₹1,000/month

78. Yieldify

Best for: Onsite behavioral targeting + testing. Pricing: Custom

79. Justuno

Best for: Pop-up and promotion A/B testing on Shopify. Pricing: From ~₹2,000/month

80. OptiMonk

Best for: Popup and exit-intent testing for ecommerce. Pricing: From ~₹2,000/month

Category 9: Analytics Platforms with Experimentation Features

81. Google Analytics 4 (with experiments)

Best for: Teams wanting basic experimentation tied to GA4 data. Pricing: Free (within GA4)

82. Mixpanel Experiments

Best for: Product analytics teams. Pricing: Custom (paid plans)

83. Pendo

Best for: Product teams testing in-app experiences. Pricing: Custom

84. FullStory (with A/B testing integration)

Best for: Session intelligence + experiment correlation. Pricing: Custom enterprise

85. Hotjar (with A/B integration)

Best for: Heatmap + recording insights informing tests. Pricing: From ~₹2,500/month

86. Contentsquare

Best for: Revenue-attributed zone analysis informing tests. Pricing: Custom enterprise

87. Mouseflow

Best for: Form analytics informing checkout tests. Pricing: From ~₹2,000/month

88. Smartlook

Best for: Mobile + web recordings informing mobile tests. Pricing: From ~₹2,500/month

89. LogRocket

Best for: Frontend error + UX analysis informing tests. Pricing: From ~₹5,000/month

90. Heap + Experiments

Best for: Retroactive analysis of experiment impact. Pricing: Custom

Category 10: Emerging & AI-Powered Testing Platforms

91. Intellimize

Best for: AI-driven optimization without manual test design. Pricing: Custom

92. Evolv AI

Best for: Continuous AI-powered multivariate optimization. Pricing: Custom enterprise

93. Sentient Ascend

Best for: AI-driven evolutionary optimization. Pricing: Custom

94. SiteSpect

Best for: Edge-side testing with zero page latency. Pricing: Custom enterprise

95. Conductrics

Best for: Academic-grade statistical experimentation. Pricing: Custom

96. Webtrends Optimize

Best for: UK/European ecommerce A/B testing. Pricing: From ~₹5,000/month

97. Fresh Relevance

Best for: Real-time personalization + testing for email and web. Pricing: Custom

98. Wingify (VWO parent company)

Note: VWO is the consumer product; Wingify is the company.

99. Zoho PageSense

Best for: Zoho ecosystem users wanting affordable testing. Pricing: From ~₹800/month

100. Plerdy A/B Testing

Best for: Budget ecommerce brands wanting CRO + testing + SEO. Pricing: From ~₹1,000/month

How to Choose the Right A/B Testing Platform

For Shopify D2C brands: Start with CustomFit.ai. It's purpose-built for Shopify, requires no developer, includes audience personalization, and costs $99/month. Compare it against VWO if you need heatmaps and session recordings bundled in.

For enterprise ecommerce: Evaluate Optimizely, VWO Enterprise, or AB Tasty. Budget for $30,000–$100,000/year and a dedicated experimentation team.

For mobile apps: Firebase A/B Testing (free) for basic needs; Statsig, CleverTap, or Optimizely Full Stack for serious mobile experimentation.

For developers: Statsig, GrowthBook (open-source), or LaunchDarkly depending on your feature flag vs. experimentation needs.

Post-Google Optimize: CustomFit.ai and VWO are the most common migrations for ecommerce brands.

Key Takeaways

A/B testing platforms vary enormously — from free open-source tools to $100,000+/year enterprise platforms.
CustomFit.ai is the best fit for Shopify D2C brands: no-code, affordable at $99/month, with personalization built in.
Google Optimize shut down in 2023 — all brands still using it must migrate.
The right A/B testing platform is one your team will actually use — simplicity and speed matter as much as statistical sophistication.
Statistical significance and correct test duration are more important than which tool you use — a good methodology on a basic tool beats a bad methodology on Optimizely.

From the conversion glossary

Concepts referenced in this article, defined.

Definition

What Is Feature Flag? Definition & Guide

Definition

What Is Experiment? Definition, Formula & Guide

Definition

What Is Behavioral Targeting? Definition & Guide

Definition

What Is Control? Definition, Formula & Guide

Definition

What Is Significance? Definition, Formula & Guide

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