Convertize

May 2025

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Hybrid Statistics™

A/B Test Statistical Significance, Re-Invented

Our Hybrid Statistics Engine combines Bayesian and Frequentist methods, calculating statistical significance with more speed and accuracy

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A/B Test Statistics, without the Hassle

Anyone running an A/B test wants to know two things: 1) when will my A/B test be complete? 2) can I trust my results 

There are two types of A/B testing statistics: Frequentist and Bayesian, but our Data Scientists found that both methods have their flaws, so they invented a Hybrid Approach that combines the best of both.

We then translated the output into metrics that anyone can understand:

  • Smart CR% – a ponderated conversion rate, that gives more weight to recent conversions
  • Confidence level – how many times (out of 100) the same test would produce the same results
  • Duration estimate – how many days until the test is statistically significant

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“What I particularly like is how easy it is to set up an experiment, and the visual representation of the key A/B testing statistics”

Patricio Tarantino

Founder of MixAula

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Test Ideas, Trust Numbers

Using the Hybrid Approach to A/B testing statistics, Convertize tells you when your data has captured a real increase in conversion rate.

The Statistical Significance Calculator incorporates more parameters than most A/B testing tools, preventing false positives and giving you the most accurate results:

  • Avoid false positives
  • Never waste traffic
  • See how long a test will run

For more information about A/B testing statistics, explore our step-by-step guide.

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How Convertize Makes A/B Testing Statistics Easy

Convertize incorporates Frequentist and Bayesian statistics, providing fast results that you can trust. 

  • Smart CR% responds to changes in customer behaviour
  • The Hybrid Statistics gives faster and more accurate results
  • Automatic statistics make it easy to follow your Smart CR%, Uplift and statistical significance
  • Our CRO Experts are available by Live Chat to help you interpret your data

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Our CRO experts are always available through live chat to assist you

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