Personalization impact

Performance impact by personalization provider.

Field data PhoneDesktopAll Scope All sites Q1 2026 edition · Phone 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
129ms
Best INP (p75)
Elfsight
The State of Web Vitals · Q1 2026 · 94,910 sites · phone field datacorewebvitals.io/state-of-cwv
2

The ranking sorted by INP at p75, fastest first

# Provider INP p75 Passing Sites
1 Elfsight 129ms 94.0%
1,231
2 Algolia Recommend 137ms 91.7%
6,936
The State of Web Vitals · Q1 2026 · 94,910 sites · phone field datacorewebvitals.io/state-of-cwv
3

Passing INP per provider which group passes the INP most often

ProviderSitesPassing INPp75
Elfsight 1.3% 1,231 94% 129ms
Algolia Recommend 7.3% 6,936 92% 137ms
Klevu 0% 17 88% 167ms
Nosto 0% 30 82% 187ms
Dynamic Yield 0% 37 41% 310ms
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 92% and 94%. computed

The State of Web Vitals · Q1 2026 · 94,910 sites · phone 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%
812.3s
92137ms
870.03
751.8s
601.1s
Elfsight 1.3%
802.3s
94129ms
850.03
761.8s
591.2s
Dynamic Yield 0%
593.0s
41310ms
630.17
662.1s
531.3s
Nosto 0%
822.3s
82187ms
790.09
821.6s
611.0s
Klevu 0%
752.5s
88167ms
630.19
751.8s
56926ms
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: 94% of its sites pass. Algolia Recommend trails at 92%. computed

The State of Web Vitals · Q1 2026 · 94,910 sites · phone 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