Personalization impact

Performance impact by personalization provider.

Field data PhoneDesktopAll Scope All sites Q1 2026 edition · Desktop field outcomes
Metric LCP INP CLS
1

At a glance the headline numbers for Personalization impact

Performance impact by personalization provider.

2
Providers ranked
After min-sites filter
8,167
Sites in sample
Combined across all items
68ms
Best INP (p75)
Algolia Recommend
The State of Web Vitals · Q1 2026 · 94,910 sites · desktop field datacorewebvitals.io/state-of-cwv
2

The ranking sorted by INP at p75, fastest first

# Provider INP p75 Passing Sites
1 Algolia Recommend 68ms 99.1%
6,936
2 Elfsight 73ms 99.7%
1,231
The State of Web Vitals · Q1 2026 · 94,910 sites · desktop field datacorewebvitals.io/state-of-cwv
3

Passing INP per provider which group passes the INP most often

ProviderSitesPassing INPp75
Nosto 0% 30 100% 114ms
Klevu 0% 17 100% 99ms
Elfsight 1.3% 1,231 100% 73ms
Algolia Recommend 7.3% 6,936 99% 68ms
Dynamic Yield 0% 37 82% 195ms
Good Needs Improvement Poor Sorted best-passing first · median colored by its own rating · pass = good INP (200ms at p75) · one value per site

No provider stands out: pass rates sit between 99% and 100%. computed

The State of Web Vitals · Q1 2026 · 94,910 sites · 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
Algolia Recommend 7.3%
872.0s
9968ms
770.10
821.5s
641.1s
Elfsight 1.3%
852.1s
10073ms
750.11
821.5s
601.2s
Dynamic Yield 0%
702.7s
82195ms
600.19
671.9s
571.4s
Nosto 0%
852.0s
100114ms
560.20
821.4s
62888ms
Klevu 0%
812.4s
10099ms
560.22
751.5s
63871ms
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.

Elfsight leads on INP: 100% of its sites pass. Algolia Recommend trails at 99%. computed

The State of Web Vitals · Q1 2026 · 94,910 sites · desktop field datacorewebvitals.io/state-of-cwv
Related signals JS libraries (22) → Tag managers (8) → A/B testing (10) → Chat & messaging (16) → Chrome field data from 94,910 sites, representing millions of real page loads · How we measured