Leverage unique sources and analytical techniques
Access raw data and signals
Use AlphaClub, our data exploration tool designed for systematic asset managers
Gain an investment edge with rigorously researched datasets and quantitative stock selection signals.
Leverage unique sources and analytical techniques
Access raw data and signals
Use AlphaClub, our data exploration tool designed for systematic asset managers
Please contact us for detailed information on all of our signals.
Want a little more information now on a few datasets? Explore a select group:
TrueBeats EPS & Revenue Surprise Forecasts
Quantitative predictions of surprises based on the most recent forecasts from the best analysts, trends in each stock and its peers, and management behavior such as guidance and announcement timing.
Transcripts Model – US & Asia
Two unique sentiment signals which apply Natural Language Processing (NLP) to earnings call transcripts for the US and Asia Pacific.
Estimize
Provides the world’s most accurate and representative institutional grade financial estimates, crowdsourced from a community of 120,000+ contributors via our web platform. Estimize’s estimates include EPS, Revenues, industry-specific KPIs, and macroeconomic indicators. Raw dataset also available.
Estimize Widget
Add this widget to your website, and your visitors can join a community of 120,000 contributors and input an estimate for a company’s future earnings. Once they submit their estimate, they’ll see the crowdsourced estimate. This widget is fun and sticky. Add it to your site to encourage users to be active and stay longer on your site.
Digital Revenue Signal
A medium frequency signal predicting revenue surprises by measuring digital footprints at the stock level, using web data from social media, search engines, and web traffic.
Tactical Model
Statistical arbitrage and trade timing model using four technical factors, including reversal of residual returns (after adjusting for sectors and risk), momentum in factors, seasonality effects, and liquidity trends.
Please contact us for detailed information on all of our signals.
Want a little more information now on a few datasets? Explore a select group:
Estimize Widget
Add this widget to your website, and your visitors can join a community of 120,000 contributors and input an estimate for a company’s future earnings. Once they submit their estimate, they’ll see the crowdsourced estimate. This widget is fun and sticky. Add it to your site to encourage users to be active and stay longer on your site.
ExtractAlpha AlphaClub
AlphaClub is a platform for data exploration and provides full transparency into ExtractAlpha’s alternative data investment value. To access results, and analyze risk, capacity, coverage, and uniqueness of these datasets, fill out the form on the page linked below. For systematic asset managers and hedge funds only.
We like testing your data because it's clean, and we don't have to go back and forth like we do with most other providers.
Portfolio ManagerLondon
ExtractAlpha offers a great product suite. They are continuously adding to their core models which have performed well. The fact that you can trust their research and easily recreate it lends itself nicely to practitioners. Add to the fact that Vinesh makes himself available to walk you through the research and provide guidance on implementation is what sets him and his company apart.
Portfolio Manager Top 5 Hedge Fund
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John joined ExtractAlpha in 2023 as the Director of Partnerships & Customer Success. He has extensive experience in the financial information services industry, having previously served as a Director of Client Specialist at Refinitiv. John holds dual Bachelor’s degrees in Commerce and Architecture (Design) from The University of Melbourne.
Matija is a specialist in software sales and customer success, bringing experience from various industries. His career, before sales, includes tech support, software development, and managerial roles. He earned his BSc and Specialist Degree in Electrical Engineering at the University of Montenegro.
Jack joined ExtractAlpha in 2022. Previously, he spent 20+ years supporting pre- and after-sales activities to drive sales in the Asia Pacific market. He has worked in many different industries including, technology, financial services, and manufacturing, where he developed excellent customer relationship management skills. He received his Bachelor of Business in Operations Management from the University of Technology Sydney.
Perry brings more than 20 years of Enterprise Software development, sales and customer engagement experience focused on Fortune 1000 customers. Prior to joining ExtractAlpha as a Technical Consultant, Perry was the founder, President and Chief Customer Officer at Solution Labs Inc. a data analytics company that specialized in the analysis of very large-scale computing infrastructures in place at some of the largest corporate data centers in the world.
Perry brings more than 20 years of Enterprise Software development, sales and customer engagement experience focused on Fortune 1000 customers. Prior to joining ExtractAlpha as a Technical Consultant, Perry was the founder, President and Chief Customer Officer at Solution Labs Inc. a data analytics company that specialized in the analysis of very large-scale computing infrastructures in place at some of the largest corporate data centers in the world.
Janette has 22+ years of leadership and management experience in FinTech and analytics sales and business development in the Asia Pacific region. In addition to expertise in quantitative models, she has worked on risk management, portfolio attribution, fund accounting, and custodian services. Janette is currently head of relationship management at Moody’s Analytics in the Asia-Pacific region, and was formerly Managing Director at State Street, head of sales for APAC Asset Management at Thomson Reuters, and head of Asia for StarMine. She is also a board member at Human Financial, a FinTech firm focused on the Australian superannuation industry.
Leigh founded Estimize in 2011. Prior to Estimize, Leigh ran Surfview Capital, a New York based quantitative investment management firm trading medium frequency momentum strategies. He was also an early member of the team at StockTwits where he worked on product and business development. Leigh is now the CEO of StarKiller Capital, an institutional investment management firm in the digital asset space.
Andrew is the CEO of Human Financial, a technology innovator that is pioneering consumer-led solutions for the superannuation industry. Andrew was previously CEO of Alpha Beta, a global quant hedge fund business. Prior to Alpha Beta he held senior roles in a number of hedge funds globally.
Steve worked as a trader at hedge funds and prop desks in Hong Kong and London for 15+ years. He also held roles in management consultancy, internal audit and business management. He holds a BA in Business Studies from Oxford Brookes University and an MBA from Hong Kong University of Science & Technology.
Jenny joined ExtractAlpha in 2023. Prior to that, she worked as a quantitative researcher for Chorus, a hedge fund under AXA Investment Managers. Jenny received her PhD in finance from the University of Hong Kong in 2023. Her research covers ESG, natural language processing, and market microstructure. Jenny received her Bachelor degree in Finance from The Chinese University of Hong Kong in 2019. Her research has been published in the Journal of Financial Markets.
Kristen joined ExtractAlpha in 2021 as a Sales Director. As a past employee of StarMine, Kristen has extensive experience in analyst performance analytics and helped to build out the sell-side solution, StarMine Monitor. She received her BS in Business Management from Cornell University.
Triloke has 10+ years experience in designing and developing software systems in the financial services industry. He joined ExtractAlpha in 2016. Prior to that, he worked as a senior software engineer at HSBC Global Technologies. He holds a Master of Applied Science degree from Ryerson University specializing in signal processing.
Jackie joined ExtractAlpha in 2018 as a quantitative researcher. He received his PhD in the field of optoelectronic physics from The University of Hong Kong in 2017. He published 17 journal papers and holds a US patent, and has 500 citations with an h-index of 13. Prior to joining ExtractAlpha, he worked with a Shenzhen-based CTA researching trading strategies on Chinese futures. Jackie received his Bachelor’s degree in engineering from Zhejiang University in 2013.
Yunan joined ExtractAlpha in 2019 as a quantitative researcher. Prior to that, he worked as a research analyst at ICBC, covering the macro economy and the Asian bond market. Yunan received his PhD in Economics & Finance from The University of Hong Kong in 2018. His research fields cover Empirical Asset Pricing, Mergers & Acquisitions, and Intellectual Property. His research outputs have been presented at major conferences such as AFA, FMA and FMA (Asia). Yunan received his Masters degree in Operations Research from London School of Economics in 2013 and his Bachelor degree in International Business from Nottingham University in 2012.
Prior to joining ExtractAlpha in 2022, Willett was a sales director for Vidrio Financial. Willett was based in Hong Kong for nearly two decades where he oversaw FIS Global’s Asset Management and Commercial Banking efforts. Willett worked at FactSet, where he built the Asian Portfolio and Quantitative Analytics team and oversaw FactSet’s Southeast Asian operations. Willett completed his undergraduate studies at Georgetown University and finished a joint degree MBA from the Northwestern Kellogg School and the Hong Kong University of Science and Technology in 2010. Willett also holds the Chartered Financial Analyst (CFA) designation.
Julie Craig is a senior marketing executive with decades of experience marketing high tech, fintech, and financial services offerings. She joined ExtractAlpha in 2022. She was formerly with AlphaSense, where she led marketing at a startup now valued at $1.7B. Prior to that, she was with Interactive Data where she led marketing initiatives and a multi-million dollar budget for an award-winning product line for individual and institutional investors.
Jeff is the CFO and COO of ExtractAlpha and directs our financial, strategic, and general management operations. He previously held the role of CFO at Estimize and two publicly traded firms, Multex and Market Guide. Jeff also served as CFO at private-equity backed companies, including Coleman Research, Ford Models, Instant Information, and Moneyline Telerate. He’s also held roles as advisor, partner, and board member at Total Reliance, CreditRiskMonitor, Mochidoki, and Resurge.
Vinesh founded ExtractAlpha in 2013 with the mission of bringing analytical rigor to the analysis and marketing of new datasets for the capital markets. Since ExtractAlpha’s merger with Estimize in early 2021, he has served as the CEO of both entities. From 1999 to 2005, Vinesh was the Director of Quantitative Research at StarMine in San Francisco, where he developed industry leading metrics of sell side analyst performance as well as successful commercial alpha signals and products based on analyst, fundamental, and other data sources. Subsequently, he developed systematic trading strategies for proprietary trading desks at Merrill Lynch and Morgan Stanley in New York. Most recently he was Executive Director at PDT Partners, a spinoff of Morgan Stanley’s premiere quant prop trading group, where in addition to research, he also applied his experience in the communication of complex quantitative concepts to investor relations. Vinesh holds an undergraduate degree from the University of Chicago and a graduate degree from the University of Cambridge, both in mathematics.