1.Fibr

Via Fibr

If you need an A/B testing vendor that checks all the boxes without breaking the bank, Fibr is your answer.

AI-powered A/B testing? Check. Cutting-edge AI CRO agents? You get three. Ad-to-landing page personalization? Done. 

Fibr takes a modern, AI-driven, automated approach to website conversion optimization. You get an autonomous system that turns websites into self-optimizing conversion funnels. The AI agents deliver experimentation, personalization, and performance monitoring without needing constant intervention from your end.

A/B testing here is as good as it gets. You can create, run, and analyze A/B tests on almost any webpage. There are no session limits either, which means you can run unlimited campaigns.

Targeting is a strong suit of Fibr. You can target experiments to specific audience segments with criteria like traffic sources, device types, visitor behavior, operating systems, browsers, and custom events.

Another big perk is the ability to simultaneously create multiple variants of a page. You can create landing pages in bulk and generate multiple variants at the same time. Isn’t that a dream?

We saved the best for the last: MAX. MAX is Fibr’s dedicated experimentation partner. Max helps with smart AI-powered hypothesis generation and automation. You can set up experiments, configure elements, and analyze results, all without manual effort. And you get shorter experimentation cycles as well. 

If you are sick of the same old A/B testing and CRO platforms, and in the hunt for something new, Fibr deserves your attention.

Best features

• Create hypotheses that adapt in real-time and get faster insights that enable continuous dynamic optimization and experimentation.

• Automatically generate test hypotheses based on website content, tone, and business goals with the experimentation agent MAX.

• Run multivariate A/B tests, adaptive tests that use AI to optimize variations dynamically, and continuous tests, in addition to traditional A/B tests.

• Create message-matched landing pages that align with specific ads, keywords, campaigns, and other traffic sources.

• Quickly identify and resolve performance issues that could negatively impact conversion rates with AI.

• Get smooth integration with Google Analytics 4 and track campaign results, attributed revenue, and experiments alongside all your visitor data.

Pricing

• Free plan available

• $239/month for up to 50k visitor sessions

• $479/month for up to 200k visitor sessions

• Custom enterprise plans available

2.Optimizely

Via Optimizely

Optimizely is an enterprise-grade platform for users who need a comprehensive suite of experimentation and personalization tools. 

But what’s really special here? 

Well, Optimizely is designed to power organizations with mature optimization programs. For starters, Optimizely One, their flagship offering, integrates Web Experimentation, Full Stack, and Feature Experimentation, for a holistic OS-like solution for businesses. 

Optimizely’s best feature is its omnichannel experimentation and personalization. Personalization extends to areas like search and navigation and it uses ML to adapt the user experience based on individual behavior. 

Beyond your usual A/B testing, you also get flagging capabilities, aimed at developers and product teams by enabling server-side testing and gradual feature rollouts. With flagging, you can decouple code deployment from feature releases to reduce risk and increase deployment frequency.

Best features

• Experiment with crowdsourced ideas and customizable intake forms, along with shareable calendars and results repository

• Design intuitive experiments with low code and extension templates that reduce reliance on developers

• Use the performance-focused Stats Accelerator powered by the multi-armed bandit model for statistically sound results. 

Pricing

• Custom pricing

3.VWO

Via VWO

VWO is an oldie among A/B testing platforms. It's designed to be accessible and effective for companies of all sizes, largely thanks to its user-friendly visual editor. It also claims to be “the easiest A/B testing tool.”

There’s truth to that. VWO's testing suite is for everyone, technical or not, who wants to run website experiments and improve user experiences. Its user-friendly design is great for smaller teams without dedicated developers.

Experiments don't slow down your website, thanks to server-side testing. No one likes a slow-loading page; it ruins the user experience and throws off test results. VWO prioritizes speed and reliability instead.

Personalization is another key feature. You can show different versions of your site to specific groups of visitors. Plus, heatmaps and session recordings show you exactly how people are interacting with your site. This pinpoints areas for improvement and you get to see what's working and what's not.

Best features

• Design control and variations to test any component of the visitor journey—front-end, back-end, or middleware.

• Customize test audience with built-in options, custom targeting conditions, and behavior-based attributes and events.

• Get reliable, real-time impact reports based on Bayesian statistics.

Pricing

• Free plan available

• Growth plan: $275/month billed annually

• Pro plan: $633/month billed annually

• Enterprise plan: $1,107/month billed annually

4.Adobe Target

Via Adobe Target

Adobe Target should be on your radar if you’re working with complex optimization needs. It’s a popular A/B testing and personalization platform made to help brands fine-tune their digital experiences across the web, mobile apps, social media—basically all touchpoints.

AI takes a lot of the grunt work off your plate. Features like Automated Personalization (AP) and Auto-Target use machine learning to figure out what works best, so you don’t have to spend hours analyzing test results. Sounds good, right?

If your team is already using Adobe Experience Cloud or Adobe Analytics, Target slides right in without any extra hassle. Everything connects, giving you a more complete view of your customer data—because siloed data is the worst.

For testing, you’ve got options. Standard A/B testing? Check. Multi-element testing? Yep. Multi-armed bandit testing that automatically shifts traffic to top performers? Also a thing. There’s a setup that fits every style.

Best features

• Get support for a mobile SDK, server-side API, and a Node.js environment to test on your site's client or server side.

• Use profiles that progressively collect interaction data across touchpoints.

• Execute manual and AI-powered experimentation and personalization across a full spectrum of experiences.

Pricing

• Custom pricing

5.StatsIG

Via StatsIG

Statsig is an A/B testing platform built with developers and product teams in mind. 

What sets it apart? A focus on native data warehouse experimentation, meaning you can analyze experiment data directly in your own warehouse without messy exports. If keeping full control over your data infrastructure is a priority, this might be right up your alley.

You’ve got two deployment options: Statsig Cloud and Statsig Warehouse Native (WHN), depending on how hands-on you want to be with your data. The platform also goes along nicely with a ton of different tech stacks, thanks to its open-source SDKs (over 30 of them, actually). 

That means easy integration and full transparency; no one likes black-box systems messing with their workflow.

Beyond experimentation, Statsig doubles as a product observability tool. It takes event data from experiments and turns it into meaningful insights, so you can quickly see whether that new feature is a hit or a dud. 

Best features

• Get advanced testing techniques like sequential tests, switchback tests, geo-based tests, traditional multi-armed bandits, and more.

• Benefit from built-in variance reduction techniques and a range of advanced statistical methods.

• Utilize standardized workflows and enterprise controls to maintain rigorous experimentation processes as your team grows.

Pricing

• Free plan available

• Pro plan: $150/month 

• Custom Enterprise plans available

6.Dynamic Yield (Mastercard)

Via Dynamic Yield

If your team is serious about scaling personalization and making data-driven decisions, Dynamic Yield brings AI, automation, and experimentation together in one platform. It manages customer experiences across web, mobile, email, and ads, and keeps everything in sync.

The real power comes from its deep-learning personalization engine, AdaptML. This system sifts through massive amounts of data to predict what each user wants—adjusting product recommendations, changing content, and even restructuring pages on the fly.

There’s a visual editor for teams that want control without relying on developers. It lets you create test variations and customize experiences with an easy drag-and-drop interface—no coding required.

Beyond standard A/B experiments, you get algorithmic testing, multi-touch campaign optimization, and server-side testing. Moreover, findings from all your tests feed directly into the personalization workflow.

Best features

• Power personalization with differentiative ML, predictive targeting, and propensity models.

• Get real-time, behavioral, contextual, and event-based targeting options.

• Scale your personalization workflow across channels and teams with a flexible, unified and agnostic architecture.

Pricing

• Custom pricing

7.Apptimize

Via Apptimize

Apptimize, now part of Airship, is a mobile-first A/B testing platform built for cross-platform optimization. Apptimize is built to handle the unique challenges of mobile optimization, but it also covers other digital touchpoints.

Precision segmentation is one of its best features. You can target specific user groups for testing so that your experiments are highly relevant. And if you need more control, the built-in code editor lets you implement complex changes using custom code blocks.

Apptimize also supports dynamic variable testing. Instead of waiting for an App Store or Play Store update, you can tweak app variables directly from the dashboard and push changes instantly. That means faster iteration, quicker learning, and fewer bottlenecks in the mobile release cycle.

If your team is focused on mobile optimization and wants a flexible, data-driven way to test and refine experiences, Apptimize brings the tools to make it happen.

Best features

• Target a feature or customized UX to a certain segment of users.

• Setup and manage experiments in a single dashboard and coordinate team effort.

• Use Feature Flags to control rollout and targeting for all features and mitigate risk.

Pricing

• Custom pricing

8.Kameleoon

Via Kameleoon

Kameleoon is another enterprise-grade A/B testing and personalization platform built for teams that want smooth, flicker-free experiments. 

If you’ve ever run a test that caused annoying visual glitches, you know how important that is. With Kameleoon, experiments run smoothly, ensuring clean data and a frustration-free user experience.

Targeting is a strong suit here. You can segment users based on just about anything, and if you need more control, the built-in code editor lets you set up advanced testing scenarios. 

Predictive pre-test simulations is a cool trick. Instead of waiting for results, AI estimates how different variants might perform before you even launch. And with AI Copilot, predictive targeting gets even smarter.

Beyond A/B tests, Kameleoon supports mobile app testing, AI-driven personalization, and product recommendations. Real-time data reporting gives you instant insights, and its developer-friendly setup, server-side and mobile SDKs included, means smooth integration into agile workflows.

Best features

• Use a SPA-compatible smart graphic editor or a code editor to build A/B/n tests.

• Deploy experiments directly from your preferred coding environment.

• Build segments with 45+ native targeting criteria or from your CDP and toggle on native goals and your preferred analytics solution.

Pricing

• Custom pricing

9.SiteSpect

Via SiteSpect

SiteSpect is built for teams that want granular control over A/B testing and optimization. 

Unlike traditional tools, it sits directly in the flow of digital traffic, which means you get real-time visibility into user requests and server responses. This setup makes it a great fit for organizations with the technical know-how to take advantage of its unique architecture.

Testing options are solid across the board. You can run A/B and multivariate tests, plus powerful server-side experiments, all without slowing down your site. Thanks to SiteSpect’s source code replacement technology, you don’t have to worry about flickering pages or performance hiccups during experiments.

That said, it’s not just for developers. The visual editor lets even non-technical teams create test variations without touching a single line of code. With its Find and Replace tool, making content tweaks is quick and easy, with zero impact on site performance.

As you’d expect, SiteSpect also manages optimization across all channels, business units, and product lines. Plus, it sits right in with SEO by ensuring content changes don’t mess with render times. Even search engine bots get the original, unmodified content to keep rankings intact.

Best features

• Isolate users in single campaigns or allow them in multiple overlapping experiences with concurrent testing.

• Analyze campaigns automatically and promote winning variations to improve the overall user experience with Auto Optimization.

• Use custom variables to capture dimensions about users, like products purchased, categories viewed, and items searched.

Pricing

• Custom pricing

10.Convertize

Via Convertize

At its core, Convertize is a human-driven CRO agency. But that doesn’t mean the A/B testing tool is any less good.

The A/B testing tool comes with smart features that help manage traffic and ensure reliable results, so you can focus on optimization without getting lost in the technical details.

Autopilot is such a convenience-adding tool. It automatically shifts traffic toward better-performing variations during experiments. This means tests can wrap up faster, and fewer visitors end up on underwhelming versions. Essentially, it keeps conversions from taking unnecessary hits.

Hybrid Statistics is another one. Convertize gives you the flexibility to choose between Frequentist and Bayesian statistics, so you can analyze results in the way that makes the most sense for your team.

Best features

• Get intuitive features like a visual editor to create variations of your pages.

• Make your messages specific to your visitors’ location to increase its impact with geolocation.

• Get access to a premade library of 150 A/B testing ideas to get started quickly.

Pricing

• Solo plan: $249/month (up to 20,000 visitors)

• Team plan: scalable; starts at $249/month

11.Zoho PageSense

Via Zoho PageSense

Zoho PageSense is a solid choice for teams that want an affordable, user-friendly way to optimize their website. Designed with ease of use in mind, it’s especially appealing for small businesses or teams that don’t have a ton of technical resources but still want powerful A/B testing and personalization tools.

It’s also an all-in-one CRO platform. Alongside A/B testing and personalization, you get heatmaps, session recordings, form analytics, and funnel analysis—everything you need to understand visitor behavior and improve conversions without juggling multiple tools.

The visual editor makes testing a breeze, even for non-technical users. No coding required; just point, click, and experiment. That means marketers can run tests and make data-driven improvements without waiting on developers, which speeds up optimization efforts.

Zoho PageSense also integrates well with other Zoho apps and third-party tools. If you’re already using Zoho’s ecosystem, this makes it even easier to streamline workflows and get a complete picture of your site’s performance.

Best features

• Get flexible traffic allocation and targeting options, along with real time reports and analysis.

• Enable both Bayesian and Frequentist statistics to evaluate your A/B test and Split URL experiments.

• Enable Heatmap within each test to find out how your visitors are interacting with each variation.

Pricing

• Analyze plan: Starts at $16/month billed annually, for 10,000 monthly visitors

• Engage plan: Starts at $23/month billed annually, for 10,000 monthly visitors

• Optimize plan: Starts at $39/month billed annually, for 10,000 monthly visitors

12.Crazy Egg

Via Crazy Egg

Crazy Egg, for many years, has been a popular choice for teams that want a clear, visual way to understand how visitors interact with their website. 

Along with A/B testing, Crazy Egg is best known for its heatmaps and session recordings, it helps you see exactly where people click, how far they scroll, and what grabs (or loses) their attention.

It’s packed with different visual reports: Heatmaps highlight the most and least clicked areas and scrollmaps show how far users actually scroll before bouncing. Confetti reports break clicks down by traffic source, device, and other attributes. Overlay reports map out click activity on specific elements.

Setup is refreshingly simple—just drop a small code snippet into your site’s HTML, and you’re good to go. No complicated installations, no steep learning curves—just instant insights into how visitors interact with your site.

Best features

• Start an A/B test on any site within just a few minutes, by either dropping the snippet, using a tag manager, or an integration.

• Quickly identify the goal of your experiment, with or without having to install code.

• Distribute visitors between your page variants — using either manual settings or the Multi-Arm Bandit Method.

Pricing

• Custom pricing

13.AB Tasty

Via AB Tasty

AB Tasty is for enterprise e-commerce teams that want to scale their experimentation and personalization programs without getting tangled in technical complexity. 

If your team is looking for a solution that balances powerful testing capabilities with ease of use, this platform is worth considering.

A big selling point is its low-code/no-code approach, which lets marketers and product teams run A/B tests and personalize experiences without relying on developers. This means you can move fast, launch experiments, tweak messaging, or optimize user journeys, all without waiting in the engineering queue.

The platform covers A/B testing, multivariate testing, and multipage testing; there’s plenty of flexibility in how you validate ideas.

On the personalization side, you get AI-powered audience segmentation and an audience builder—these make it easy to customize experiences across different customer groups. Whether you're tweaking content for first-time visitors or retargeting high-value customers, the platform ensures your messaging is relevant and engaging.

If you're looking for a solution that integrates experimentation, personalization, and performance optimization into one platform, AB Tasty brings it all together in a user-friendly package.

Best features

• Minimize risk during experiment launches with automatic KPI-triggered rollbacks.

• Improve engagement throughout the customer journey with interactive experiences customized to each individual.

• Get an AI-powered search engine that personalizes results, improves bounce rates, and engages shoppers.

Pricing

• Custom pricing

14.LaunchDarkly

Via LaunchDarkly

This one is not your traditional A/B testing tool. Instead, LaunchDarkly is all about feature management and controlled rollouts, making it a go-to platform for teams that want to ship features faster without the usual deployment risks. 

Mind you, it integrates experimentation into the feature release process, which makes it especially valuable for developers and product teams focused on data-driven software development.

Feature flags are LaunchDarkly’s superpower. They let you toggle features on and off without redeploying code, gradually roll out changes to a subset of users, and instantly roll back if something goes wrong. This means you can safely test new features in production without disrupting your entire user base.

The platform also embeds experimentation directly into feature releases. Instead of blindly shipping updates, you can validate ideas, track performance, and optimize user experiences based on actual data.

For developers, LaunchDarkly has SDKs for multiple programming languages and integrates smoothly with existing CI/CD workflows.

Best features

• Accelerate the release of GenAI products and features—visualize and monitor for regressions on key metrics like token usage for confidence.

• Run back-end and infrastructure optimization experiments.

• Optimize feature management for high-velocity, safeguarded releases.

Pricing

• Free plan available

• Foundation plan: $12/month per service connection

• Custom enterprise plan available

15.Hotjar

Via Hotjar

If you’re running A/B tests without first understanding your users, you’re flying blind. Hotjar fills that gap, making it an essential tool for anyone serious about data-driven website optimization.

With heatmaps and session recordings, you can see exactly where visitors click, how far they scroll, and where they get stuck. Instead of guessing why conversions are low, you can pinpoint engagement hotspots and friction points—insights that help shape smarter A/B test hypotheses.

Hotjar’s funnel analysis takes it a step further by showing where users drop off in key conversion paths. If people abandon your checkout process at a specific step, for example, you’ll know exactly where to focus your optimization efforts.

Hotjar’s feedback tools, like on-page surveys and polls, let you hear directly from users. This qualitative data reveals frustrations or expectations that numbers alone can’t explain. 

Because when you combine behavior tracking with direct user feedback, you get a full picture of what’s working, what’s broken, and what to test next.

Best features

• Increase engagement, conversion, and retention with a complete understanding of your audience.

• Prove ROI with built-in business impact like revenue, NPS, lifetime value, and more.

• Run user tests to validate logos, designs, and messaging on your website.

Pricing

• Free plan available

• Growth plan: $49/month

• Custom Pro and Enterprise plans available

16.Eppo

Via Eppo

Eppo is for data teams that need a rock-solid experimentation platform with full transparency and control over their data.

Unlike traditional A/B testing tools, Eppo takes a warehouse-native approach. It integrates directly with your company’s data warehouse rather than relying on a black-box analytics system. This gives you full visibility into experiment data, and drives results are trustworthy and reproducible.

Its advanced statistical engine deserves attention. It uses sequential testing, CUPED++ variance reduction, and Bayesian methods to deliver faster and more reliable results. 

If you’ve ever been frustrated by noisy data or slow experiment cycles, these will dramatically improve the accuracy and efficiency of your testing program.

Eppo is also designed to be self-serve, meaning product managers and other stakeholders can analyze experiment results on their own; no waiting for the data science team to crunch the numbers. With out-of-the-box reporting and flexible data slicing, teams can quickly dig into results and make informed decisions without bottlenecks.

Best features

• Run experiments on your company’s core business metrics while reducing data warehouse bills.

• Build better, more effective AI products with AI model evaluation tools built into Eppo.

• Remove analysis bottlenecks with out-of-the-box reporting and slice-and-dice capabilities.

Pricing

• Custom pricing

17.Webflow Optimize (formerly Intellimize)

Via Webflow Optimize

Webflow Optimize (formerly Intellimize) focuses on AI-driven, programmatic conversion rate optimization, and now, it’s fully integrated into the Webflow platform. 

It’s one of the most feature-packed tools in its category. It bundles everything you could ask for to maximize your conversions; A/B testing is just a part of that bundle.

Webflow Optimize tests multiple elements simultaneously using AI-powered optimization. Traditional A/B testing usually focuses on one variable at a time, but this platform analyzes how different elements interact, leading to faster, better insights. You can identify the best-performing combinations without waiting for sequential test cycles.

Since it’s now natively integrated into Webflow, implementation is easy for Webflow users. There’s no need for complex third-party integrations or extra coding—just plug it in and start optimizing. 

Best features

• Set up multiple tests and get fast results without getting stuck in a developer backlog.

• Deliver hyper-personalized experiences to your target accounts and use firmographic data for broader personalization.

• Keep track of your results and expedite your learning with native audience insights directly in Webflow.

Pricing

• Optimize: Starts at $379/month

• Custom enterprise plan available

18.ABsmartly

Via ABsmartly

ABsmartly is built for high-volume, server-side experimentation. If your team runs large-scale tests and needs a tool that prioritizes scalability, performance, and real-time analysis, ABsmartly is designed to meet those demands. The tool makes big claims: 20% to 80% faster A/B tests.

ABsmartly has a developer-first approach. It integrates with GIT, supports debug mode and aligns really well with standard software development workflows. This means engineering teams can implement complex tests without disrupting code quality or slowing down the release cycle. 

Instead of forcing developers to work around a rigid testing system, ABsmartly is designed to fit seamlessly into existing DevOps pipelines.

The platform runs on a private cloud with a real-time experimentation engine for low latency, high security, and strong performance. This setup is great for organizations dealing with sensitive data or high-traffic applications, where security and speed can’t be compromised. 

Best features

• All tests are unlimited. Run infinite experiments, add users, set goals, and more without limitations.

• Get top-notch security and performance with on-prem, dedicated cloud infrastructure.

• Access real-time reports and get insights instantly with live, up-to-the-minute reporting.

Pricing

• Event-based pricing starts at €60,000/year (starting at 50 Million events per month)

Honorable Mention: Oracle Maxymiser (sunsetted)

Although sunsetted recently, we thought Oracle’s web experimentation and personalization tool deserved a shoutout.

Oracle Maxymiser‘s high-performance optimization platform was built for enterprise architectures and allowed marketers to deliver secure campaigns at scale.

With a full suite of experimentation and personalization tools, Maxymiser helped businesses go beyond reactive testing and take a more hands-on approach.

Rest in peace, Maxymiser!