B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
77.9%
77.9% -- churn prediction auroc for Behavioral churn prediction models (MIT research) (2026)
MIT research found behavioral churn prediction models achieved 77.9% AUROC.
- demographic-only baseline achieved 51.3% AUROC
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
77.9%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
MIT
Primary
Tier B
https://almeta.cloud/blog/predict-customer-churn-ml ↗
Source Article
How Machine Learning Detects Customer Churn Weeks in Advance
Original Research
MIT
· Original study ↗
Methodology
MIT research cited; demographic-only baseline 51.3%
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Behavioral churn prediction models (MIT research): 77.9% churn prediction auroc. Source: MIT (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/behavioral-churn-model-auroc-77-9
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<blockquote cite="https://lighthousedata.io/data/behavioral-churn-model-auroc-77-9" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>77.9%</strong> -- churn prediction auroc for Behavioral churn prediction models (MIT research)<br><small>Source: MIT (2026) · <a href="https://lighthousedata.io/data/behavioral-churn-model-auroc-77-9" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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