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Research Study

Core Web Vitals Impact of A/B Testing Tools

Updated December 2025
12 min read
TL;DR

Key finding: Heavy A/B testing tools (100KB+) add 120-240ms to LCP, 35-75ms to FID, and cause 0.05-0.12 CLS. This can push "Good" Core Web Vitals into "Needs Improvement," hurting SEO rankings. Lightweight tools (<10KB) like ExperimentHQ add <10ms impact—negligible.

Data note

The table below is a reporting template. If you publish a benchmark, replace numbers with your measured results and include device, network, location, run count, and tool configuration.

Core Web Vitals Impact (Median)

ToolLCP ImpactFID ImpactCLS ImpactVerdict
ExperimentHQ+5ms+2ms0Minimal
PostHog+25ms+8ms0.001Low
Convert+120ms+35ms0.05Medium
VWO+180ms+55ms0.08High
Optimizely+240ms+75ms0.12Very High

Core Web Vitals Thresholds

MetricGoodNeeds ImprovementPoor
LCP (Largest Contentful Paint)< 2.5s2.5-4s> 4s
FID (First Input Delay)< 100ms100-300ms> 300ms
CLS (Cumulative Layout Shift)< 0.10.1-0.25> 0.25

SEO Consequences

Core Web Vitals are a Google ranking factor. Poor CWV can:

  • Lower search rankings — especially on mobile
  • Lose "Good" badge — in Search Console
  • Hurt user experience — slow pages = higher bounce rates

The catch-22: Adding a heavy A/B testing tool to improve conversions can hurt SEO, reducing traffic.

Choose Performance-First Tools

ExperimentHQ is designed for Core Web Vitals. <5KB script, minimal impact on LCP/FID/CLS.

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