Analytics providers on Shopify stores and Interaction to Next Paint

Sites with Universal Analytics analytics providers have a good INP most often: 99%, against 99% of all Shopify sites. Sites with Google Analytics 4 analytics tools have it least often, at 99%.

Google Analytics 4 is the most used: 92.8% of Shopify sites. Universal Analytics is 85.1% of Shopify sites.

jQuery sets the analytics providers to Universal Analytics on 87% of its sites, and 99% of jQuery sites have a good INP, against 99% of all sites. Vue sets the analytics providers to Google Analytics 4 on 92% of its sites, and 100% of Vue sites have a good INP.

FrameworkAnalytics providers on its sitesGood INP

Shopify sites with analytics providers 5,908 sitesGoogle Analytics 4 (gtag.js) 93%Universal Analytics (analytics.js / legacy tag) 85%99%

Vue 732 sitesGoogle Analytics 4 (gtag.js) 92%Universal Analytics (analytics.js / legacy tag) 86%100%

jQuery 2,574 sitesGoogle Analytics 4 (gtag.js) 93%Universal Analytics (analytics.js / legacy tag) 87%99%

Google Analytics 4 (gtag.js) Universal Analytics (analytics.js / legacy tag) Matomo Analytics Snowplow PostHog Plausible Analytics Amplitude Umami

Does the framework explain the analytics providers difference?

On jQuery, 99% of sites with Universal Analytics analytics providers have a good INP, against 99% of jQuery sites with Google Analytics 4. Within jQuery, sites with Universal Analytics and Google Analytics 4 have a good INP about equally often. On Vue, 100% of sites with Universal Analytics analytics providers have a good INP, against 100% of Vue sites with Google Analytics 4. Within Vue, sites with Universal Analytics and Google Analytics 4 have a good INP about equally often.