1
At a glance the headline numbers for A/B testing impact
Performance impact by ab_testing provider.
1
Providers ranked
After min-sites filter
219
Sites in sample
Combined across all items
84ms
Best INP (p75)
Google Optimize
The State of Web Vitals · October 2026 · Shopify sites (8,248) · desktop field datacorewebvitals.io/state-of-cwv
2
The ranking sorted by INP at p75, fastest first
| # | Provider | INP p75 | Passing | Sites | |
|---|---|---|---|---|---|
| 1 | Google Optimize | 84ms | 99.0% | 219 |
The State of Web Vitals · October 2026 · Shopify sites (8,248) · desktop field datacorewebvitals.io/state-of-cwv
3
Passing INP per provider which group passes the INP most often
ProviderSitesPassing INPp75
Convert 0.4% 36 110ms
VWO 0.3% 23 114ms
Kameleoon 0.1% 6 78ms
Google Optimize 2.7% 219 84ms
Good Needs Improvement Poor Sorted best-passing first · median colored by its own rating · pass = good INP (200ms at p75) · one value per site
The State of Web Vitals · October 2026 · Shopify sites (8,248) · desktop field datacorewebvitals.io/state-of-cwv
4
All five vitals at once the whole category without toggling - cell is the pass rate, small number the p75
LCP
INP
CLS
FCP
TTFB
Google Optimize 2.7%
911.9s
9984ms
850.07
901.1s
90491ms
Convert 0.4%
882.2s
100110ms
750.11
841.4s
97539ms
VWO 0.3%
941.9s
100114ms
720.10
891.3s
100499ms
Kameleoon 0.1%
832.1s
10078ms
830.08
1001.5s
67739ms
60%95%+ passing Cell: pass rate, small number = p75 · faded rows: under 100 sites
One row per provider, one column per vital - the cell is the share of sites passing, the small number the p75. No toggling needed to see where the category actually differs.
The State of Web Vitals · October 2026 · Shopify sites (8,248) · desktop field datacorewebvitals.io/state-of-cwv
Related signals Maps (4) → CDN (16) → Chat & messaging (17) → Bot detection (8) → 203,892 crawled sites with Chrome field data, representing millions of real page loads · How we measured
203,892 crawled sites with Chrome field data, representing millions of real page loads. How we measured.