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FinanceRateCalc Original ยท HMDA 2018โ€“2025

Lender Stress Index
(LSI)

Not a quality ranking. A behavior model.
OFI โ†’ market friction inputยท LSI โ†’ how sensitive each lender is to OFIยท Slider โ†’ simulate different market conditions

โš ๏ธ Educational Only โ€” LSI derived from CFPB HMDA 2018โ€“2025. Statistical pattern, not prediction. Individual outcomes vary. Not financial advice.
Current Market OFI 57
Suggested routing under current market conditions
Market Stress: HIGH
Simulate a different market: change OFI to see how lender comparison on observed data shifts. OFI 57 โ€” Current market
20 โ€” Easy3547 โ€” Avg6080 โ€” Very Tight
All Lenders โ€” Sorted by Current LSI
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AI routing ยท 8 years HMDA ยท OFI-adjusted
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What LSI measures: How much does this lender's FHA denial rate rise when market OFI increases? Based on 8 years ร— the 100 largest lenders ร— 51 states of CFPB HMDA data. LSI is not a quality score โ€” a lender with LSI 6 may still have a higher denial rate than one with LSI 57. It measures sensitivity to market conditions, not absolute performance. Source: CFPB HMDA 2018โ€“2025 ยท All-cash purchases (~39% of 2025 sales) are not captured in HMDA and excluded from this analysis. ยท Educational purposes only.
LSI is a FinanceRateCalc original composite metric. Not affiliated with any lender. Not a rating or recommendation.
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Companion table: FHA denial rates by lender (2025), all 11 ranked โ†’

The part almost nobody publishes free

Prices and rates are widely reported. Whether a lender says yes is not. In the complete 2025 federal record, denial rates across the 100 largest FHA lenders ran from 1.8% to 78.7% — same programme, same year.

And it is not simply who applies where: standardizing on state, loan amount, income, debt-to-income and loan-to-value, applicant mix explains only a 2.7× range in expected outcomes.

Which lenders approve most → Your metro → Denied? →

CFPB HMDA 2025, computed by FinanceRateCalc. Covers the highest-volume lenders published per market, not all lenders. Historical observations, not predictions. CC BY 4.0, not independently reproduced.

The Denial Dispatch
One finding a week from the federal mortgage record.
One chart, three paragraphs, every Saturday. Measured, not assumed.
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AI Accuracy Index The Door Effect The Denial Map Open Data About 184 Metro Gaps Evidence Navigator Hallucination Files Press Newsletter
FinanceRateCalc · Independent analysis of the complete federal HMDA record · Measured, not assumed. · No lender or AI vendor funds or previews this work.