Comp vs Stark Bank
Side-by-side comparison of AI visibility scores, market position, and capabilities
Brazilian HRtech for AI compensation benchmarking. 1,000+ company data. $17.5M Series A (Khosla's first Brazil investment). Clients: Nubank, Stone, iFood.
About
Comp is a Brazilian HR technology company founded to bring AI-powered compensation benchmarking to Latin American companies, filling a data gap that has historically made it difficult for employers in Brazil and across the region to make competitive, evidence-based compensation decisions. The company aggregates salary and compensation data from 1,000+ companies and applies machine learning models to generate granular benchmarks by role, seniority, geography, and industry — giving HR and finance teams the intelligence to calibrate pay bands with confidence rather than relying on outdated survey reports or anecdotal market data.\n\nComp's platform serves HR leaders, finance teams, and compensation specialists at mid-market and enterprise companies across Brazil and Latin America. The product offers real-time compensation benchmarking, equity benchmarking, and total rewards analytics in a single platform, enabling companies to run compensation review cycles more efficiently and reduce the risk of losing talent to better-paying competitors. Clients include Nubank, Stone, and iFood — some of Brazil's most prominent technology companies — validating the platform's data quality and analytical depth.\n\nComp raised a $17.5M Series A from Khosla Ventures, marking Khosla's first investment in a Brazilian company — a notable signal of the fund's conviction in both the Latin American tech ecosystem and the compensation intelligence market. The round positions Comp for expansion across the region and continued development of its AI benchmarking models. Comp is competing in a market that global players like Radford (AON) and Mercer have historically served with expensive, slow-moving survey products, and it is differentiating through real-time data, regional depth, and AI-native analytics.
São Paulo Brazil YC W20 open banking API at 155B BRL ($31B) payments 2023 with 3x YoY growth and doubled net income; $58.2M total ($45M Ribbit/Bezos Series B 2022) serving Gol/Localiza/QuintoAndar competing for Brazil fintech infrastructure.
About
Stark Bank is a São Paulo, Brazil-based open banking API platform and digital business bank — backed by Y Combinator (W20) with $58.2 million in total funding including a $45 million Series B in April 2022 led by Ribbit Capital with Lachy Groom and Bezos Expeditions (Jeff Bezos's personal investment vehicle) — providing companies with payment processing infrastructure, banking APIs, and financial services built on Brazil's open banking framework. In 2023, Stark Bank processed 155 billion reais ($31 billion USD) in payments (3x year-over-year growth), doubled net income to 71.5 million reais, and serves 600+ enterprise clients including Gol Airlines, Localiza, Ultragaz, Loft, and QuintoAndar. Founded in 2018 by Rafael Stark.
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