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Experiments

Experiments

Experiments

Maximize impact & minimize risk with AB testing

Maximize impact & minimize risk with AB testing

Maximize impact & minimize risk with AB testing

Test everything and continually innovate with one end-to-end solution to make faster, more informed decisions.

Experiment results dashboard for a new home layout, displayed on an enterprise-grade analytics platform. Shows primary metrics comparison with control and treatment variants for sign up, purchase, and checkout; a summary of metric lift; a health graph with baseline and long-flow exposures; and a hypothesis area detailing goals for increased engagement. Supports scalable analytics, data governance, data compliance, real-time analytics at scale, and data warehouse integration for optimizing product engagement and conversion rate optimization.
Experiment results dashboard for a new home layout, displayed on an enterprise-grade analytics platform. Shows primary metrics comparison with control and treatment variants for sign up, purchase, and checkout; a summary of metric lift; a health graph with baseline and long-flow exposures; and a hypothesis area detailing goals for increased engagement. Supports scalable analytics, data governance, data compliance, real-time analytics at scale, and data warehouse integration for optimizing product engagement and conversion rate optimization.
Experiment results dashboard for a new home layout, displayed on an enterprise-grade analytics platform. Shows primary metrics comparison with control and treatment variants for sign up, purchase, and checkout; a summary of metric lift; a health graph with baseline and long-flow exposures; and a hypothesis area detailing goals for increased engagement. Supports scalable analytics, data governance, data compliance, real-time analytics at scale, and data warehouse integration for optimizing product engagement and conversion rate optimization.
Experiment rollout configuration interface from an enterprise-grade analytics platform, showing group assignments and percentage rollout for 1,240 users. Provides scalable analytics, secure user permissions and controls, multi-tenant architecture, and data governance for safe and precise experimentation with robust data security compliance.
Experiment rollout configuration interface from an enterprise-grade analytics platform, showing group assignments and percentage rollout for 1,240 users. Provides scalable analytics, secure user permissions and controls, multi-tenant architecture, and data governance for safe and precise experimentation with robust data security compliance.
Experiment rollout configuration interface from an enterprise-grade analytics platform, showing group assignments and percentage rollout for 1,240 users. Provides scalable analytics, secure user permissions and controls, multi-tenant architecture, and data governance for safe and precise experimentation with robust data security compliance.

Target precisely.
Ship safely.

Target precisely.
Ship safely.

Target precisely.
Ship safely.

Roll out with feature flags that use the behavioral cohorts you already trust. Define who sees what and when, and track exposure automatically in Mixpanel.

Roll out with feature flags that use the behavioral cohorts you already trust. Define who sees what and when, and track exposure automatically in Mixpanel.

Roll out with feature flags that use the behavioral cohorts you already trust. Define who sees what and when, and track exposure automatically in Mixpanel.

“We can now release a feature, hypothesize its impact, and measure results immediately. Being able to do that without having to leave the tool that already has all of our data, all of our core analytics, and all of our reports just made sense.”

Matthew Corley

Head of Engineering

Make confident calls,
not guesses

Make confident calls,
not guesses

Make confident calls, not guesses

See statistically sound results across primary, secondary, and guardrail metrics. Monitor unintended effects and dig into segments in one click.

See statistically sound results across primary, secondary, and guardrail metrics. Monitor unintended effects and dig into segments in one click.

See statistically sound results across primary, secondary, and guardrail metrics. Monitor unintended effects and dig into segments in one click.

“Before Mixpanel, we were relying on assumptions. Now, anyone can run experiments and contribute to our product development. We have the data to back every decision we make.”

Igor Costa

Product Manager

Guardrail metrics dashboard on an enterprise-grade analytics platform listing sign up, purchase, conversion rate, time on site, and bounce rate, with lift, control, and treatment values highlighted. Enables real-time analytics at scale, data auditing, data governance, scalable analytics, and compliance monitoring for data-driven business decisions.
Guardrail metrics dashboard on an enterprise-grade analytics platform listing sign up, purchase, conversion rate, time on site, and bounce rate, with lift, control, and treatment values highlighted. Enables real-time analytics at scale, data auditing, data governance, scalable analytics, and compliance monitoring for data-driven business decisions.
Guardrail metrics dashboard on an enterprise-grade analytics platform listing sign up, purchase, conversion rate, time on site, and bounce rate, with lift, control, and treatment values highlighted. Enables real-time analytics at scale, data auditing, data governance, scalable analytics, and compliance monitoring for data-driven business decisions.
Experiment tracking and results interface from an enterprise-grade data analytics platform, featuring real-time metric trees for active users and retention, alongside a status panel listing live, pending, and completed experiments. Supports data warehouse integration, security compliance, scalable analytics, and detailed data auditing across multi-tenant architectures.
Experiment tracking and results interface from an enterprise-grade data analytics platform, featuring real-time metric trees for active users and retention, alongside a status panel listing live, pending, and completed experiments. Supports data warehouse integration, security compliance, scalable analytics, and detailed data auditing across multi-tenant architectures.
Experiment tracking and results interface from an enterprise-grade data analytics platform, featuring real-time metric trees for active users and retention, alongside a status panel listing live, pending, and completed experiments. Supports data warehouse integration, security compliance, scalable analytics, and detailed data auditing across multi-tenant architectures.

Go beyond results, and see the whole story

Go beyond results, and see the whole story

Go beyond results, and see the whole story

Connect user behavior, experiment results, and session replays in one view—powered by the same metrics, cohorts, and reports you already use in Mixpanel.

Connect user behavior, experiment results, and session replays in one view—powered by the same metrics, cohorts, and reports you already use in Mixpanel.

Connect user behavior, experiment results, and session replays in one view—powered by the same metrics, cohorts, and reports you already use in Mixpanel.

“We’ve made Mixpanel Experimentation a key part of our regular Experiments review meeting. We now have a dashboard that is simple to set up for each experiment, that is fast and trusted by everyone. And what really made it work for us was being able to reuse saved metrics and sync our backend data with Warehouse Connectors.”

Guillaume Lebleu

Head of Product

Build a best-in-class experiment practice

How Mixpanel helps at every step of experimentation.

Build a best-in-class experiment practice

How Mixpanel helps at every step of experimentation.

Experiment status dashboard listing tests including Main Homepage and User Engagement Study, with status indicators for pending review, in progress, and completed. Shows variant details and metric highlights, enabling scalable analytics, security compliance, data auditing, and robust data governance.
Experiment status dashboard listing tests including Main Homepage and User Engagement Study, with status indicators for pending review, in progress, and completed. Shows variant details and metric highlights, enabling scalable analytics, security compliance, data auditing, and robust data governance.

Define

Setup, done simply

Define your metrics, set your variants, then launch with full control over duration, sample size, and success criteria.

Experiment eligibility setup screen showing user rollout percentages for Recent New Users and other cohort exclusions. Visualizes multi-tenant architecture, user permissions and controls, and scalable analytics for safe experimentation, data security, and precise audience segmentation.
Experiment eligibility setup screen showing user rollout percentages for Recent New Users and other cohort exclusions. Visualizes multi-tenant architecture, user permissions and controls, and scalable analytics for safe experimentation, data security, and precise audience segmentation.

Run

Target the right people at the right time

Deploy seamlessly with Mixpanel or third-party feature flags, target precisely with cohorts based on tracked behavior, and use sticky bucketing to guard against variant jumping.

Guardrail metric detail from an enterprise-grade analytics platform highlighting purchase behavior across experiment variants—long-flow and Big Button. Shows lift, control, and treatment results for purchase metric with color-coded bars, supporting real-time analytics, conversion rate optimization, data governance, and scalable analytics.
Guardrail metric detail from an enterprise-grade analytics platform highlighting purchase behavior across experiment variants—long-flow and Big Button. Shows lift, control, and treatment results for purchase metric with color-coded bars, supporting real-time analytics, conversion rate optimization, data governance, and scalable analytics.

Evaluate

Make confident calls

Monitor all experiment performance, significance, and details at a glance for simple decision-making on what to deploy.

Analytics dashboard with metric and filter selection for item orders and breakdown by experiment type, plus a bar chart showing revenue across dates. Demonstrates real-time analytics, experiment tracking, enterprise-grade data governance, and data warehouse integration for business insight and optimization.
Analytics dashboard with metric and filter selection for item orders and breakdown by experiment type, plus a bar chart showing revenue across dates. Demonstrates real-time analytics, experiment tracking, enterprise-grade data governance, and data warehouse integration for business insight and optimization.

Diagnose

Uncover the “why”

Dig deeper into how experiments impact behavior by integrating experiment data into your behavioral analytics, informing smarter future experiments and features.

Build a best-in-class experiment practice

How Mixpanel helps at every step of experimentation.

Experiment status dashboard listing tests including Main Homepage and User Engagement Study, with status indicators for pending review, in progress, and completed. Shows variant details and metric highlights, enabling scalable analytics, security compliance, data auditing, and robust data governance.

Define

Setup, done simply

Define your metrics, set your variants, then launch with full control over duration, sample size, and success criteria.

Experiment eligibility setup screen showing user rollout percentages for Recent New Users and other cohort exclusions. Visualizes multi-tenant architecture, user permissions and controls, and scalable analytics for safe experimentation, data security, and precise audience segmentation.

Run

Target the right people at the right time

Deploy seamlessly with Mixpanel or third-party feature flags, target precisely with cohorts based on tracked behavior, and use sticky bucketing to guard against variant jumping.

Guardrail metric detail from an enterprise-grade analytics platform highlighting purchase behavior across experiment variants—long-flow and Big Button. Shows lift, control, and treatment results for purchase metric with color-coded bars, supporting real-time analytics, conversion rate optimization, data governance, and scalable analytics.

Evaluate

Make confident calls

Monitor all experiment performance, significance, and details at a glance for simple decision-making on what to deploy.

Analytics dashboard with metric and filter selection for item orders and breakdown by experiment type, plus a bar chart showing revenue across dates. Demonstrates real-time analytics, experiment tracking, enterprise-grade data governance, and data warehouse integration for business insight and optimization.

Diagnose

Uncover the “why”

Dig deeper into how experiments impact behavior by integrating experiment data into your behavioral analytics, informing smarter future experiments and features.

Build a best-in-class experiment practice

How Mixpanel helps at every step of experimentation.

Experiment status dashboard listing tests including Main Homepage and User Engagement Study, with status indicators for pending review, in progress, and completed. Shows variant details and metric highlights, enabling scalable analytics, security compliance, data auditing, and robust data governance.

Define

Setup, done simply

Define your metrics, set your variants, then launch with full control over duration, sample size, and success criteria.

Experiment eligibility setup screen showing user rollout percentages for Recent New Users and other cohort exclusions. Visualizes multi-tenant architecture, user permissions and controls, and scalable analytics for safe experimentation, data security, and precise audience segmentation.

Run

Target the right people at the right time

Deploy seamlessly with Mixpanel or third-party feature flags, target precisely with cohorts based on tracked behavior, and use sticky bucketing to guard against variant jumping.

Guardrail metric detail from an enterprise-grade analytics platform highlighting purchase behavior across experiment variants—long-flow and Big Button. Shows lift, control, and treatment results for purchase metric with color-coded bars, supporting real-time analytics, conversion rate optimization, data governance, and scalable analytics.

Evaluate

Make confident calls

Monitor all experiment performance, significance, and details at a glance for simple decision-making on what to deploy.

Analytics dashboard with metric and filter selection for item orders and breakdown by experiment type, plus a bar chart showing revenue across dates. Demonstrates real-time analytics, experiment tracking, enterprise-grade data governance, and data warehouse integration for business insight and optimization.

Diagnose

Uncover the “why”

Dig deeper into how experiments impact behavior by integrating experiment data into your behavioral analytics, informing smarter future experiments and features.

Experimentation Integrations

Experimentation Integrations

Experimentation Integrations

Happy with your stack?
No problem

Happy with your stack? No problem

Integrate your feature flagging and use Mixpanel for clearer, deeper analysis on what to ship and why.

Blog

Blog

Blog

From insight to impact: Introducing Experimentation 2.0 + Feature Flagging
From insight to impact: Introducing Experimentation 2.0 + Feature Flagging
From insight to impact: Introducing Experimentation 2.0 + Feature Flagging

Read how Mixpanel has rebuilt experimentation to bring analysis, testing, and feature flagging together in one continuous workflow.

Read how Mixpanel has rebuilt experimentation to bring analysis, testing, and feature flagging together in one continuous workflow.

Read how Mixpanel has rebuilt experimentation to bring analysis, testing, and feature flagging together in one continuous workflow.

Customer Story

Customer Story

Customer Story

How Step boosted direct deposits by 14% with Mixpanel’s Experimentation
How Step boosted direct deposits by 14% with Mixpanel’s Experimentation
How Step boosted direct deposits by 14% with Mixpanel’s Experimentation

Learn how Step boosted growth and trust by making experimentation fast, reliable, and built into every product decision.

Learn how Step boosted growth and trust by making experimentation fast, reliable, and built into every product decision.

Learn how Step boosted growth and trust by making experimentation fast, reliable, and built into every product decision.

Image of the Zola logo floating in a speech bubble on a sky blue background
Image of the Zola logo floating in a speech bubble on a sky blue background
Image of the Zola logo floating in a speech bubble on a sky blue background

Customer Video

Customer Video

Customer Video

Using testing to find out what improves user outcomes the most
Using testing to find out what improves user outcomes the most
Using testing to find out what improves user outcomes the most

Watch how Olo, a digital ordering platform for restaurants, uses Mixpanel's testing and analytics to gain insights into user behavior and improve the customer experience.

Watch how Olo, a digital ordering platform for restaurants, uses Mixpanel's testing and analytics to gain insights into user behavior and improve the customer experience.

Watch how Olo, a digital ordering platform for restaurants, uses Mixpanel's testing and analytics to gain insights into user behavior and improve the customer experience.