Credit scoring models are shifting in 2026 to reward consistent payment habits over time, moving away from snapshots of a single moment to a fuller view of borrowers’ long-term financial behavior.
The change centers on “trended data,” a new analytical approach that examines patterns across 24 months or longer rather than just current balances or recent payments. According to The Mortgage Link, lenders will now see how credit utilization, payment patterns, and account balances have evolved over two years. This shift means that borrowers who gradually reduce debt or maintain steady, on-time payments can see their scores improve, while those with rising balances or missed payments may face greater penalties.
The FICO Score 10T and VantageScore 4.0 models, approved by federal regulators in April 2026, are driving this transformation. Fannie Mae announced on April 22, 2026, that it would allow the use of VantageScore 4.0 effective immediately and the future use of FICO Score 10T for loans delivered to the company. Freddie Mac and the Federal Housing Administration have also adopted these models, expanding their availability across the mortgage industry.
One significant expansion is the inclusion of alternative payment data. In 2026, credit scoring models increasingly consider payment history from utility and rent payments, according to ELGA Credit Union. Fannie Mae’s announcement notes that newer credit score models “incorporate additional data that can provide a more complete view of borrower creditworthiness, such as on-time rent payment history and trended credit data, with the potential to accurately score more consumers.” This opens doors for renters and those without extensive traditional credit histories to demonstrate financial responsibility.
The shift reflects a broader effort to modernize credit assessment. Fannie Mae stated that the updates are “intended to help foster competition and innovation, potentially lower lending costs, and provide new insights to support a smooth transition for our industry partners.” First Mid Bank & Trust noted that instead of focusing only on current balance or score, newer models look at trends, such as whether borrowers consistently pay on time, gradually reduce balances, or rely heavily on short-term credit.
For borrowers, the change means that building steady financial habits matters more than ever. A missed payment from months ago may carry less weight if a borrower has since established a pattern of on-time payments, according to Money Management International. Conversely, recent improvements in payment behavior are now more visible to lenders, rewarding those actively working to strengthen their credit profile.
Sources
- Fannie Mae — announced credit score model updates allowing VantageScore 4.0 and future FICO 10T adoption on April 22, 2026
- First Mid Bank & Trust — explained how newer models evaluate behavior over time and include trended data
- The Mortgage Link — detailed how 24-month history shows credit utilization and payment pattern evolution
- ELGA Credit Union — confirmed 2026 models increasingly consider utility and rent payment history
- Money Management International — described how long-term payment history now matters more under trended data models
- CNBC — reported that newer credit score models consider trended data over a 24-month period
