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The A/B Test Library

Real experiments. Real outcomes. Actionable patterns. Browse A/B tests with problem-to-solution framing, results, and recommendations for what to test next.

13 experiments
Winners, losers & inconclusive
Full statistical details
winner+100.0%

Pricing Page: Usage-Based Pricing Model vs Feature-Tiered Pricing

Problem: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

PricingSaaS
winner+8.5%

Pricing Page: More Or Fewer Plans

Problem: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

PricingFintech
winner+36.0%

Pricing Page: Pricing Page Repositioning as Education Tool

Problem: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

Copy & MessagingFintech
winner+24.0%

Pricing Page: Softer CTA Copy 'Select Plan' vs 'Order Now'

Problem: The primary call-to-action on the pricing page isn't converting at its potential — design, copy, or placement may be the bottleneck.

CTAEnergy & Utilities
winner+10.0%

Pricing Page: Video Testimonials + Subscription Table Above Fold

Problem: Users on the pricing page need validation from others before committing — without visible proof of success, they hesitate.

Social ProofCross-Industry
winner+8.5%

Pricing Page: Least Or Most Expensive First

Problem: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

PricingEdTech
winner+13.0%

Pricing Page: Removing 'Popular Plans' Tab, Showing All Plans

Problem: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

LayoutEnergy & Utilities
winner

Pricing Page: Pricing Page

Problem: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

PricingSaaS
winner+12.5%

Pricing Page: One Time Payment Copy

Problem: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

PricingFintechn=89,887
winner+12.5%

Pricing Page: What It's Worth

Problem: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

PricingFintechn=34,645
winner+14.1%

Pricing Page: Pricing Prominency on Grid

Problem: Each additional form field adds friction to the pricing page, increasing the chance users abandon before completing their submission.

PricingEnergy & Utilitiesn=23,235
winner+10.5%

Pricing Page: Lower Price Frames

Problem: How prices are displayed on the pricing page directly influences perceived value and willingness to buy.

PricingEdTechn=11,351
winner+7.5%

Pricing Page: Company Logos

Problem: Users on the pricing page need validation from others before committing — without visible proof of success, they hesitate.

Social ProofSaaSn=6,021

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