Comparison · Lenders

How to compare mortgage lenders without turning HMDA into a ranking

Public mortgage data can reveal how lenders reported different kinds of applications and outcomes. It cannot tell you which lender will approve you or offer you the lowest-cost loan today.

9 minute readReviewed September 1, 2026Sources: CFPB / FFIEC

The short answer

Use HMDA to understand a lender's reported activity and to form better questions. Use comparable Loan Estimates from multiple lenders to evaluate real offers. Historical outcome shares are evidence about past records—not a lender score, approval forecast, or current price quote.

01 · Start with the job

Historical research and offer shopping are different comparisons

A lender's HMDA profile describes applications and outcomes reported for a completed activity year. It can help you see scale, loan-purpose mix, and the distribution of reported actions under one documented denominator.

HMDA comparisonUse historical records to understand reported patterns and prepare questions.
Offer comparisonUse standardized Loan Estimates to compare the price and terms offered for your situation.

Do not substitute one for the other. A large origination share is not a promise of approval. A smaller reported lender is not necessarily more expensive. HMDA is not a live rate feed.

02 · Comparison contract

Align the cohort before reading a difference

Two percentages are comparable only when they describe the same population. MortgagesVine's current lender table uses nationwide 2024 records and excludes purchased loans from the application denominator because those loans were not applications submitted to the reporting institution.

  • The same activity year
  • The same geography
  • The same loan purpose
  • The same loan and property type
  • The same action-code denominator
  • Counts shown beside every share

A nationwide comparison is useful for orientation, but it does not establish what a lender does in one county, through one channel, or for one borrower profile.

03 · Read one row at a time

Keep counts, shares, and outcomes separate

Applications
The denominator used for the displayed outcome shares—not the number of people who requested a rate quote.
Originated
A loan was made. This is distinct from an application that was approved but not accepted.
Denied
The reporting institution did not approve the application. The raw share is not adjusted for who applied or what they requested.
Withdrawn
The applicant ended the process before a final credit decision. It should not be merged into denials.
Purpose mix
The share of applications for home purchase, refinancing, improvement, or another reported purpose.
Year-over-year volume
A change in reported application count under the same cohort definition—not a measure of service quality.

04 · The mix effect

Different lenders can be serving different application pools

Lenders differ in geography, loan purpose, product, property type, channel, and the applicants who choose to approach them. Those differences can move raw outcome shares even when the comparison uses the same year and denominator.

A raw denial-share gap does not identify its cause.

It may reflect several measured and unmeasured differences. Descriptive HMDA comparisons can identify a question worth investigating, but they do not prove lender quality, underwriting fairness, or treatment of an individual applicant.

This is why MortgagesVine orders lenders alphabetically and labels its table as reported activity rather than publishing a universal “best lender” score.

05 · Use the evidence

Turn patterns into a shortlist and questions

A useful research sequence starts broad and becomes specific: confirm the institution's official identity, inspect its activity across two years, note its loan-purpose mix, and compare the same metrics across lenders. Then decide which institutions you want to contact for actual terms.

Treat unusual differences as prompts: Does this lender focus on refinancing? Is its business mostly nationwide or local? Is the displayed pattern stable across years? Does its product focus match the loan you want?

Open the lender comparison

06 · Shop the real loan

Compare the same kind of loan over a short timeframe

The Consumer Financial Protection Bureau recommends requesting Loan Estimates from multiple lenders and making an apples-to-apples comparison. Ask for the same loan amount, term, purpose, product, loan type, points, and credits so that price differences are interpretable.

  • Loan amount, term, purpose, product, and loan type
  • Interest rate and whether it is locked
  • Monthly principal and interest
  • Mortgage insurance and estimated total payment
  • Origination charges and lender credits
  • Cash to close and the five-year cost of borrowing

Rates can change daily, so check when each estimate was issued and whether the rate is locked. Taxes and insurance are not controlled by the lender; focus closely on lender charges, lender credits, and the comparable loan terms.

07 · Before proceeding

Ask questions that connect the offer to your plan

  • Is this rate locked, and until what date?
  • What changes if I choose no points or fewer lender credits?
  • Which charges are set by the lender and which are third-party costs?
  • Can the lender meet the required closing date?
  • What conditions remain before final approval?
  • Could any feature cause the payment to increase later?

Comfort with the loan officer's explanations and confidence in the lender's ability to close also matter. The cheapest number on one line is not the whole offer.

08 · Go to the record

Official sources and next steps

Use the comparison contract

Inspect reported activity, then shop actual offers.

Compare lender activity