Pagaya vs Recko

Neither company has publicly disclosed a valuation, making a definitive size comparison difficult. Pagaya employs 500-1000 people, while Recko has 50-200 employees.

Pagaya has raised more in total funding at $600M, compared to Recko's $16M — a gap of $584M.

Pagaya holds the higher Awaira Score at 70/100, compared to Recko's 55/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 15-point gap that reflects meaningful differences in scale or traction.

Pagaya was founded by Gal Krubiner in 2016. Recko was founded by Saurya Prakash Sinha in 2017. Visit each company's profile on Awaira for a full founder biography.

Pagaya: Pagaya operates an AI financial underwriting network that processes consumer loan applications on behalf of lenders, using machine learning models that evaluate creditworthiness across a broader set of data signals than traditional credit bureau scores, enabling lenders to approve more applicants while maintaining or improving default rates. The Tel Aviv and New York company monetises by taking a network fee on loan volume processed through its AI underwriting system, funded by institutional investors who purchase the approved loan pools.\n\nThe company went public on NASDAQ via SPAC merger, having raised over $600 million in combined public and private funding from investors including Oak HC/FT and Viola Growth. Pagaya reports processing hundreds of billions of dollars in loan applications annually across personal loans, auto loans, and mortgage products, with network partners including SoFi, Ally Financial, and US Bank embedded in its origination technology. The business model operates as an AI network sitting between lenders who originate applications and institutional investors who fund approved loans.\n\nPageya competes in the AI credit underwriting market against ZestFinance, Upstart, and traditional credit bureau scoring models from Fair Isaac. Its network model, where multiple lenders access the same AI infrastructure and their collective data improves model performance over time, creates compounding advantages compared to single-lender AI implementations. The company has navigated regulatory scrutiny around AI lending decisions and disparate impact as financial regulators increase oversight of alternative data use in credit decisions. Recko: Recko built a revenue reconciliation and financial operations platform that used AI to automate the complex process of matching transactions across payment gateways, banking systems, marketplaces, and internal ledgers for high-volume digital businesses. The platform reduced manual reconciliation effort by automating exception identification, partner settlement calculations, and revenue recognition workflows.\n\nThe company raised approximately $16M in venture funding before being acquired by Stripe in 2022, marking a successful exit that validated the strategic importance of automated financial reconciliation infrastructure for global payment platforms. Prior to acquisition, Recko had built a customer base of major Indian fintech companies and digital commerce platforms managing large daily transaction volumes.\n\nThe acquisition by Stripe reflected the growing importance of financial operations automation as digital payment volumes scale beyond the capacity of manual reconciliation processes. Recko's technology is expected to enhance Stripe's financial management products for large enterprise customers globally, continuing the pattern of India-headquartered fintech infrastructure companies achieving exits to global payment leaders.

Pagaya was founded first in 2016, giving it 1 year of additional market experience. Recko was founded later in 2017. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Pagaya has approximately 500-1000 employees, while Recko has approximately 50-200. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, Pagaya and Recko are direct competitors — both operate in the AI Finance space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.