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List of the Best AB Testing Software in 2026

Rajat Gupta
Researched and Edited by Rajat Gupta
Rajat Gupta

Researched and Edited by Rajat Gupta

Last updated: September 17, 2026 · How we review

AB Testing Software overview

Spotsaas tracks 68 products in AB Testing Software, ranked by SpotScore — a blend of feature coverage, verified review ratings, and value. 27 let you start on a free trial, and 13 keep a free plan you can stay on. Most buyers here are Marketing managers optimizing e-commerce conversion rates.

68
products listed
27
offer a free trial
13
have a free plan
40
priced per subscription
47
quote on request

Editor's Summary · AB Testing Software

Optimizely at SpotScore 9.8 and 806 reviews is the enterprise-grade experimentation platform for product and growth teams running high-velocity tests across web, mobile, and server-side features. Convert Experiences at 4.7/5 from 107 reviews is the privacy-first alternative for teams that need GDPR-compliant testing without server calls leaving the EU, with free trial access before committing to subscription pricing. VWO Testing at 4.4/5 from 289 reviews is the balanced mid-market option, pairing a visual editor and heatmaps with A/B testing so CRO teams can diagnose and experiment in the same tool.

A/B testing software runs controlled experiments that show different versions of a page or feature to split audiences, then measures which version performs better on a defined metric. Growth teams, CRO specialists, and product managers use it to make data-backed design and copy decisions rather than relying on opinion.

Quick picks for AB Testing Software

  • Best overall — Optimizely
  • Best for privacy-compliant testing — Convert Experiences
  • Best for combined CRO and testing — VWO Testing
  • Best free option — Google Optimize

Who gets the most from AB Testing Software

  • 1Marketing managers optimizing e-commerce conversion rates
  • 2Product managers running digital marketing campaign experiments
  • 3UX/UI designers improving website user experience through A/B testing
How to choose AB Testing Software

If you need a cost-effective solution with seamless analytics integration, filter by Free Trial or Freemium options like Google Optimize. For enterprise-level features and comprehensive testing capabilities, sort by rating and filter by Enterprise deployment to find platforms like Optimizely or Kameleoon.

Showing 61-68 out of 68

Kwanzoo - New SaaS Software

Kwanzoo

Unlock your B2B potential with Kwanzoo's ABM solutions.

Best for: SMB teams · Mid-market · Enterprise

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What is Kwanzoo?

Kwanzoo is an innovative account-based marketing platform that provides businesses with the ability to modify their marketing and sales strategies while leveraging their existing investments. Our AI-powered website analytics tools give you access to behavioral, first and third party data to ...

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Starts from $999/Month

CustomFit.ai - New SaaS Software

CustomFit.ai

Tailored experiences for every customer.

Best for: SMB teams · Mid-market · Enterprise

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What is CustomFit.ai?

CustomFit.ai is an ideal solution for marketers and sales professionals interested in creating customer-centric content. With its intuitive no-code web editor, you can update your website with ease - simply drag and drop new content! Furthermore, the platform's experience engine enables users ...

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Free TrialTry Free →·

CustomFit.ai offers custom pricing plan

Molasses - New SaaS Software

Molasses

Confidently ship code daily with Molasses.

Best for: SMB teams · Mid-market

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What is Molasses?

Molasses is the perfect software for teams wanting to daily ship code with confidence. Supported by SDKs languages such as TypeScript, Node, JS, React, Golang, Python, Ruby and more, it allows for audits and log changes to keep track of code. Plus, the powerful set of feature flags and A/B ...

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Free TrialTry Free →·

Starts from $8.25/Month when Billed Yearly

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PickFu - New SaaS Software

PickFu

Choose with confidence, backed by data.

Best for: SMB teams · Mid-market · Enterprise

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What is PickFu?

PickFu is an innovative cloud-based platform offering split testing, optimization and market feedback. Our team of experts has developed an automated system which filters out gibberish or low-quality answers leaving only worthful insights. Participation in the surveys is completely voluntary ...

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Zappi - New SaaS Software

Zappi

Refine your marketing with smarter decisions.

Best for: SMB teams · Mid-market · Enterprise

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What is Zappi?

Zappi helps brands make smarter strategic decisions by providing an efficient technology platform. Analytical research options are made more accessible, enabling brands to test, learn, and ultimately refine their ads and innovations. Zappi is an ad and innovation testing platform crafted to ...

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Zappi offers custom pricing plan

Idealy - New SaaS Software

Idealy

Test, refine, and launch with Idealy's AI guidance.

Best for: SMB teams · Mid-market · Enterprise

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What is Idealy?

Idealy is an AI-driven platform that enables businesses to validate their product ideas quickly and easily. Quickly create winning visuals, copy, and landing pages for advertising campaigns on platforms such as Facebook, Instagram, Google Ads, and more. Utilize AI automated creative tools to ...

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Free Trial·

Starts from $249.90/product

What buyers evaluate in AB Testing Software
Level of developer independence for test setup and customization
Support for server-side versus client-side testing to avoid flickering effects
Availability of advanced targeting and traffic segmentation features
Flagsmith - New SaaS Software

Flagsmith

Seamless feature flagging for effortless optimization.

Best for: SMB teams · Mid-market · Enterprise

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What is Flagsmith?

Flagsmith is a feature toggle and optimization platform designed for Product Managers, Small & Medium businesses. Users can quickly create and manage feature flags across web, mobile and server-side applications, within a few clicks. Get detailed insights with user segmentation to automate ...

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Free TrialTry Free →·

Starts from $45/Month, also offers free forever plan

Tggl - New SaaS Software

Tggl

Accelerate agility, boost productivity with Tggl.

Best for: SMB teams · Mid-market · Enterprise

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What is Tggl?

Tggl gives agile teams the flexibility they need to keep up with changing market conditions, quickly adjust customer needs and stay ahead of competitors. Our feature flagging servicing provides user-friendly, real-time feature activates and deactivates. With no technical expertise required, ...

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Free TrialTry Free →·

Starts from $18/month when monthly

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Frequently Asked Questions About AB Testing Software

Stuck on something? We're here to help with all the questions and answers in one place.

The features most commonly offered by AB Testing Software on Spotsaas are Audience Targeting, Split Testing, Multivariate Testing, Landing Pages, Statistical Relevance Analysis, Funnel Analysis. Most buyers prioritize ease of use, reporting, and integration capabilities. Start with what covers your core workflow before comparing advanced features.

What you pay for AB Testing Software depends on the plan, the number of seats, and the contract length. At least 15 products here offer a free plan or a free trial, including VWO Testing, Convert Experiences, Omniconvert. Published entry prices run from $8.25 to $999 per month, taken from the 4 of 8 products on this page that list one. Each product page on Spotsaas carries its own current pricing.

Ranked by SpotScore, the top rated AB Testing Software on this page are PickFu, Flagsmith and Kwanzoo. Between them they carry 98 user reviews on Spotsaas. Each product page shows its SpotScore out of 10 next to the review count behind it.

To choose the right AB Testing Software, start by listing your must-have features, commonly Audience Targeting, Split Testing, Multivariate Testing, Landing Pages, Statistical Relevance Analysis, Funnel Analysis. Then filter by team size, budget, and integrations you already use. Compare at least 3 options and use free trials to test before committing. Spotsaas lets you compare side-by-side in minutes.

Yes. 15 AB Testing Software on Spotsaas offer a free plan or free trial. Popular free options include VWO Testing, Convert Experiences, Omniconvert. Free plans typically cover core features for small teams; paid upgrades unlock advanced reporting, integrations, and support.

The best AB Testing Software for small businesses are affordable, quick to set up, and scale without complexity. Top picks for small teams are Optimizely, AB Tasty, Kameleoon. Look for per-user pricing, no long-term contracts, and strong onboarding support to minimize ramp-up time.

Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].