Upstart Holdings / upstart.com
AI lending platform that uses machine learning to evaluate creditworthiness beyond traditional FICO scores, enabling banks and credit unions to approve more borrowers at lower default rates.
Pricing
Free
Free plan
No
Category
Developer Tools
Platforms
2
Free plan
No
API access
No
Open source
No
Platforms
2
Upstart is an AI lending company that partners with banks and credit unions to power their consumer loan origination using Upstart's ML-based credit risk model rather than traditional FICO-based underwriting. Upstart's core proposition is that its AI model approves more creditworthy borrowers who would be declined by traditional FICO-based underwriting, while maintaining lower default rates.
The Upstart credit model uses 1,500+ variables beyond the traditional FICO inputs — employment history, education, income stability, cashflow patterns, and payment behaviour — trained on Upstart's proprietary repayment data from millions of loans originated through its platform. The model learns from actual repayment behaviour rather than proxies.
For bank and credit union partners, Upstart provides white-labelled loan origination that uses Upstart's AI underwriting — the borrower applies through the bank's website, Upstart's model makes the credit decision, and the bank funds the loan. This allows community banks to offer competitive personal loans powered by AI without building their own credit models.
Upstart's published research has shown its model approves approximately 40% more borrowers from traditionally underserved demographics (recent graduates, people with limited credit history) than traditional credit models, while maintaining comparable or lower default rates. If substantiated by long-term performance, this addresses an important financial inclusion dimension.
Upstart AI runs as ml platform software built around data workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web and api.
The capabilities that matter most for teams evaluating Upstart AI.
1,500+ variable credit risk model trained on Upstart's proprietary repayment dataset, incorporating employment, education, and cashflow signals beyond traditional FICO inputs.
White-labelled loan origination platform allowing community banks and credit unions to offer AI-underwritten loans without building proprietary credit models.
Published evidence of expanded credit approval for traditionally underserved borrowers without proportional default rate increases, supporting broader credit access through AI.
B2B platform licensing to banks and credit unions. No consumer pricing — consumers access loans through Upstart-partnered lenders. Publicly traded company (UPST).
Model
Enterprise
Starting price
Free
Free trial
No
ZestAI (rank 470) provides AI credit underwriting software for lenders to run themselves. LendingClub pioneered marketplace lending. Avant is a direct consumer lender using AI. Ocrolus (rank 471) provides document AI for loan applications.
A side-by-side look at the closest alternative in this category.
Key facts about model providers, platforms, and team support.
Model Provider
Upstart
Platforms
Web, API
Deployment
SaaS, API
Integrations
Bank core systems, Credit bureaus, API
Team Collaboration
No
Launch Year
2021
Compliance signals and data-handling notes as reported by the vendor.
Fair lending compliance (ECOA, FCRA). CFPB oversight compliance. SOC 2 Type II. Enterprise financial data handling agreements.
Consumer financial data processed under strict financial services regulations including FCRA and ECOA. AI underwriting model subject to fair lending regulatory requirements and adverse action notice obligations.
Editorial Verdict
Upstart is the leading AI consumer lending platform for banks and credit unions who want to improve credit access and reduce defaults through ML underwriting beyond traditional FICO-based models.
Last verified July 24, 2026.
Upstart has expanded from personal loans into auto lending, home equity, and small business lending, applying its AI model across credit products.
B2B platform licensing to banks and credit unions. No consumer pricing — consumers access loans through Upstart-partnered lenders. Publicly traded company (UPST).
Enterprise B2B software licensing to financial institutions. No public pricing. Contact for pricing.
Fair lending compliance (ECOA, FCRA). CFPB oversight compliance. SOC 2 Type II. Enterprise financial data handling agreements.
Fair lending compliance (ECOA, FCRA, HMDA). SOC 2 Type II. Financial services regulatory compliance. Enterprise data handling agreements.
Consumer financial data processed under strict financial services regulations including FCRA and ECOA. AI underwriting model subject to fair lending regulatory requirements and adverse action notice obligations.
Consumer financial data processed under strict financial services regulations. AI credit models subject to fair lending and adverse action regulatory requirements.
Verified reviews from signed-in users, stored in the backend and averaged into this tool's rating.
Sign in to rate Upstart AI and leave a review.
No other reviews yet — be the first to share how this tool performs in practice.
