B Evidence Grade B Graded under review Safe to Cite Current

37%

37% -- average response time reduction for VK (2026)

2026  · VK

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Attribution: VK View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
37%
Unit
Percentage
Data Vintage
2026
Entity
VK
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

62/100 confidence

Single source - not yet corroborated

Extraction
95
Source Trust
50
Citation Chain
20
Independence
30
Methodology
45
Freshness
86
VK Primary Tier A
https://habr.com/ru/companies/vk/articles/916302/ ↗
Confidence: 54/100 Vintage: 2026 Channel: Cc Extraction
Source Article
Как жить, когда у тебя N тысяч алертов в секунду
Если вы когда-либо работали с алертами, то наверняка знаете то самое чувство, когда кажется, что у системы уже на каждый чих есть особое уведомление. Вот только вместо полезных сигналов вы получаете бесконечный поток сообщений, в котором временами теряется действительно важная информация. Когда алер…
Original Research
VK · Original study ↗

Post-automation measurement

Methodology documented
Channelrss_feed
Plain Text
VK: 37% average response time reduction. Source: VK (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/average-response-time-reduction
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<blockquote cite="https://lighthousedata.io/data/average-response-time-reduction" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>37%</strong> -- average response time reduction for VK<br><small>Source: VK (2026) · <a href="https://lighthousedata.io/data/average-response-time-reduction" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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