Not all mortgage denials are the same. A lender that denies you for debt-to-income (DTI) is telling you something different than one that denies you for credit history — and the two problems call for completely different next steps.
We analyzed 8 years of aggregate CFPB HMDA denial-reason data across 11 major mortgage lenders. The finding: the share of denials driven specifically by DTI ranges from 22% to 41% — nearly double, depending entirely on which lender reviewed the file.
Ranked by share of denials attributed to debt-to-income ratio (highest first):
| Lender | DTI-driven | Credit-driven | Overall denial rate |
|---|---|---|---|
| CrossCountry | 28% | 5.5% | |
| PennyMac | 33% | 26.6% | |
| Guild | 31% | 7.1% | |
| Planet Home | 27% | 23.5% | |
| loanDepot | 34% | 37.0% | |
| UWM | 25% | 19.9% | |
| NewRez | 42% | 47.8% | |
| Mr. Cooper | 38% | 25.2% | |
| Rocket | 44% | 28.4% | |
| Freedom | 22% | 24.4% | |
| Wells Fargo | 48% | 58.5% |
CrossCountry and PennyMac screen hardest on DTI — if your debt-to-income ratio is your weak point, these are not necessarily where to start, even though CrossCountry's overall denial rate is the lowest in the dataset (5.5%). Their low denial rate reflects a tightly DTI-screened applicant pool, not necessarily DTI leniency.
Wells Fargo and Rocket lean hardest on credit history — 48% and 44% of their denials respectively cite credit history as the primary reason, the highest in the dataset. A borrower with strong DTI but a thinner credit file may fare differently here than the DTI-driven lenders above.
Note the inverse pattern: lenders with the lowest overall denial rates (CrossCountry, Guild) tend to deny a larger share of those denials specifically for DTI, while higher-volume, higher-denial-rate lenders (Wells Fargo, NewRez) spread denials more evenly across reasons, with credit history dominating.
This analysis is free to cite with attribution to FinanceRateCalc.com. Full lender-by-lender data, additional cuts (by state, by loan type), or a quote for your story — reach out at [email protected].
This finding is consistent with independent Federal Reserve research. In The Determinants of Mortgage Denial (Federal Reserve Bank of St. Louis Review, May 2026), the authors analyze more than 30 million home-purchase applications from 2018–2024 and report that the widely cited 43% qualified-mortgage threshold is non-binding in practice, while denial rates jump 15–17 percentage points around the 50% DTI mark — which they describe as the functional market boundary. FRC's independent processing of the 2025 FHA-only record shows the same shape: the practical wall sits far above the number borrowers are told to fear. Source →
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.
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.