GSEs Publish Historical VantageScore 4.0 Data in Preparation of Upcoming Credit Score Transition

GSEs Publish Historical VantageScore 4.0 Data in Preparation of Upcoming Credit Score Transition

Written By: Joel Palmer, Op-Ed Writer

Fannie Mae and Freddie Mac have published historical VantageScore 4.0 credit scores to support the transition to updated credit score and credit report requirements.  

The historical credit scores are associated with single-family loans purchased by the two enterprises from April 2013 through March 2023.

The Federal Housing Finance Agency (FHFA) said the release reflects the period for which trended consumer credit data is reliably available across the three nationwide consumer reporting agencies. 

FHFA said the data will provide market participants the ability to better analyze and understand the new credit score models. The historical credit scores are available for download at the Enterprises’ respective websites. 

“The release of historical credit scores on tens of millions of loans provides an extensive resource to help market participants prepare for this transition,” said FHFA Director Sandra L. Thompson. “The use of these modernized credit score models will enhance risk management while furthering sustainable access to credit for consumers.” 

The GSEs are publishing the same historical credit score files though the attribute names or descriptions may differ slightly.

The credit score information for VantageScore 4.0 is based on the Average then Average loan-level score calculation methodology. The historical credit score data below has been published in each file along with loan identifiers and reference data elements:

  • VantageScore 4.0 (Tri-Merge) Current Method (calculated using the middle/lower then lowest methodology)

  • VantageScore 4.0 Tri-Merge (Average/Average)

  • VantageScore 4.0 Bi-Merge (Average/Average) Lowest Bi-Merge Combination

  • VantageScore 4.0 Bi-Merge (Average/Average) Median Bi-Merge Combination

  • VantageScore 4.0 Bi-Merge (Average/Average) Highest Bi-Merge Combination

The enterprises said they did not have consistent trended data to support the calculation of FICO 10T and VantageScore 4.0 prior to 2013.

VantageScore 4.0 incorporates trended credit data newly available from all three national credit reporting companies. Trended credit data reflects changes in credit behaviors over time, in contrast to static individual credit history records.

VantageScore says this new model leverages machine learning techniques in the development of scorecards for consumers with limited credit histories. VantageScore has also removed all medical collections from calculation of VantageScore 4.0 after determining that medical debts are not predictive of a consumer’s creditworthiness.

In October 2022, FHFA announced the validation and approval of the FICO 10T and VantageScore 4.0 credit score models for use by the enterprises to replace the Classic FICO model. FHFA recently announced a new transition schedule for new crediting reporting requirements and new credit score models.

At the same time, FHFA announced that the enterprises would permit lenders to deliver loans with either tri-merge credit reporting, in which credit reports from each of the three nationwide consumer reporting agencies are used, or bi-merge credit reporting, in which credit reports from two of the nationwide consumer reporting agencies are used.  

In March 2023, FHFA said it expected to initiate the credit reporting change in the first quarter of this year. That transition was delayed after industry feedback.

FHFA also accelerated publication of VantageScore 4.0 historical data from the original plan. It was originally scheduled to be published in the first quarter of 2025.

Providing data on FICO 10T “is contingent upon achieving the necessary conditions for acquisition and publication of this data,” the agency said, adding that it will provide further details on implementation timing for FICO 10T once this process is complete. In the latest announcement, Fannie and Freddie said FICO Score 10T model historical scores will be available “as soon as possible.”


About the Author

As an NAMU® Opinion Editorial Contributor, Joel Palmer is a freelance writer who spent 10 years as a business and financial reporter and another 10 years in marketing for the insurance and financial services industries. He regularly writes about the mortgage industry, as well as residential and commercial real estate, investments, and retirement income planning. He has also ghostwritten books on starting a business, marketing, and retirement income planning.


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