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Best A/B Testing Software

The simple practice of testing two versions to pick the best is A/B testing. This process is widely suggested and accepted when it comes to conversion optimization. If you want to deliver a better user experience with actionable insights, A/B testing software is the best option. Well, deciding on an A/B testing tool can be a bit challenging. Goodfirms has compiled a list of the best A/B testing software to simplify this process. The list includes product details, client reviews, and pricing. Have a look at the below-listed A/B Testing Tools to meet your needs:

Goodfirms conducts a thorough review and verification process before including any company in the listings. Some listings may involve fees. [How Goodfirms ensures trust]
Rankings updated: Sep 23, 2026
44 Software

List of the Best A/B Testing Software

  • Kirro.io

    Most A/B testing tools start at $299/month. Some won't even show you the price. Kirro is EUR 149/mo with unlimited everything. Connect your site in 3 minutes through Google Tag Manager. Kirro reads your pages, spots what's worth testing, and suggests what to change and why. Every result makes the next suggestion smarter. Pick a suggestion. Check the preview. Click ... read more about Kirro.io

    Entry Level Price
    Contact vendor
    Free Trial
    14 Days
    Pricing Type
    Flat Rate
    100% in A/B Testing Software
    Visit website

  • DeployRamp

    DeployRamp takes the risk out of shipping code by automatically wrapping your riskiest pull request changes — from payment flows to database migrations — in feature flags, so you can release with confidence. Its AI scans every PR, detects potentially dangerous changes, and handles the entire lifecycle: gradual rollout, real-time error monitoring, and instant rollback if something goes wrong — ... read more about DeployRamp

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Flat Rate
    50% in A/B Testing Software
    Visit website

  • Articos

    Articos is an AI user research platform that can be used alongside A/B testing to add qualitative context before experiments go live. It uses synthetic personas to simulate interview-style feedback on landing pages, hooks, positioning, and creative concepts, then synthesizes outputs into structured insights and recommended changes. In practice, this supports a “not just what, but why” workflow—helping teams understand ... read more about Articos

    Entry Level Price
    $79 Per Month
    Free Trial
    Available
    Pricing Type
    Flat Rate
    50% in A/B Testing Software
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  • Spar

    Spar is AI CRO and A/B testing. Most CRO tools either give you generic best-practice advice or hand you a blank experiment editor. Spar grounds every recommendation in your own storefront, funnel data, behavior signals, customer reviews, public opinion, and brand context, then turns specific friction points into prioritized, test-ready ideas. Each idea cites the evidence it came from, so ... read more about Spar

    Entry Level Price
    Contact vendor
    Free Trial
    14 Days
    Pricing Type
    Flat Rate
    80% in A/B Testing Software
    Visit website

  • CROLabs

    CROLabs is an AI-native conversion rate optimization platform for marketers, founders, and ecommerce teams who want to boost conversions without waiting on developers. Multi-agent AI audits pages across copy, layout, CTAs, trust signals, mobile experience, and speed, then builds tested variants and runs A/B and multivariate tests automatically, while users approve every change before it goes live. Key features include ... read more about CROLabs

    Entry Level Price
    Contact vendor
    Free Trial
    14 Days
    Pricing Type
    Usage Based
    60% in A/B Testing Software
    Visit website

  • Simplepages.ai

    Describe the landing page you need and AI builds a page that captures leads and takes payments. Refine with unlimited AI edits. Live in minutes. Every form on your page feeds one inbox: name, contact, the page they came from. No spreadsheet, nothing to wire up. Take deposits, sessions, or the full amount right on the page. We keep 0% ... read more about Simplepages.ai

    Entry Level Price
    Contact vendor
    Free Trial
    N/A
    Pricing Type
    Per Feature
    10% in A/B Testing Software
    Visit website

  • PeakoQ

    PeakoQ is the AI-powered performance testing platform built for teams who can't afford surprises in production. Import your API collections from Postman, Swagger, or cURL, and PeakoQ's AI instantly generates production-grade JMeter and K6 test scripts — no scripting expertise required. When tests fail, the Auto Healer diagnoses root causes and rewrites the script automatically, turning hours of debugging into ... read more about PeakoQ

    Entry Level Price
    Contact vendor
    Free Trial
    7 Days
    Pricing Type
    Per User
    20% in A/B Testing Software
    Visit website

  • AutonixQ

    AutonixQ is an AI-powered test automation platform that converts plain-language requirements directly into working Playwright (web) and Mobilewright (mobile) test code, then keeps those tests running reliably with AI-assisted self-healing when locators break. It integrates natively with GitHub, GitLab, and Bitbucket pipelines, supports API and database-level testing alongside UI testing, and deploys as a dedicated self-hosted instance per customer — ... read more about AutonixQ

    Entry Level Price
    Contact vendor
    Free Trial
    7 Days
    Pricing Type
    Per User
    20% in A/B Testing Software
    Visit website

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Read all research articles
FeatureGoogle Optimize3.8Optimizely Web Experimentation4.6VWO4.4Picreel4.6UXtweak5.0Convert4.7Appium4.7Cucumber4.7
All features (11 features)
Audience Targeting
Campaign Segmentation
Funnel Analysis
Heatmaps
Landing Pages/Web Forms
Multivariate Testing
Split Testing
Statistical Relevance Analysis
Test Scheduling
Visual Editor
AI Features
Total supportedout of 11 features6/1110/119/116/115/119/114/115/11
Full supportNot supported
Feature scores: supported = 1, not supported = 0

What the matrix tells you

Which A/B Testing Software products lead on features, and where the rest fall short.

Feature-count leaders

5 products tie at 10 of 11 features supported - choose on price and category fit, not breadth.

  • Optimizely Web Experimentation10 / 11
  • NotifyVisitors10 / 11
  • AdPushup10 / 11
  • Hypertune10 / 11
  • CROLabs10 / 11

Most features (6-10)

Solid all-rounders just behind the leaders - strong picks if a top choice does not fit your budget or stack.

  • VWO9 / 11
  • Convert9 / 11
  • Zoho PageSense9 / 11
  • Upsellit9 / 11
  • AB Tasty9 / 11

Watch-outs - missing table stakes

These products support the fewest features - confirm they cover your must-haves before shortlisting.

  • DeployRamp2 / 11
  • UserQ3 / 11
  • Articos4 / 11
  • Microsoft Clarity4 / 11
  • Zoho LandingPage4 / 11

Related Feature Matrices

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