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In this 27-page, 20-exhibit case study, "US Equity Options - Top 100 Institutional Customer List, Q3 2024," Alphacution ranks a group of 111 institutional US equity option participants - including banks, brokers, hedge funds, asset managers, and proprietary trading firms - by 5 factors, including total notional long option value, long option positions, average long notional option position value, long option contracts, and average long option contracts per position (aggregated per underlying) - all of which, as of September 30, 2024. This study complements Alphacution's case study, "US Equity Option Market Makers: Core Strategies and Market Shares."

In this 187-page, 213-exhibit, 45,000-word case study, "US Equity Option Market Makers: Core Strategies and Market Shares, 2019 - 2023," Alphacution publishes its most comprehensive analysis to date based on the modeling of 17 proprietary trading firms who serve variously as market makers in US equity derivatives across the backdrop of 5 interconnected product classes in futures and options. The objective of this research project was to shed new light on US equity option market mechanics by exploring the products, players and strategies that comprise the dramatic increase in total contract volume – with specific emphasis on the 5-year focus period, 2019 – 2023 , that symbolizes the beginning of a new era in US equity option trading... After a detailed introductory setup, this report is organized in 3 sections: First, market composition is presented to showcase the volumes and interconnected nature of all relevant US equity derivative product classes. Second, a new strategy factor library is leveraged to highlight core strategy preferences of the 17 members of the "featured option market making group," wherever applicable. And third, based on interpretations from the prior sections, the output of a 2-factor model, that hinges on estimates of weighted average annual trading velocity per market maker, drives the volume share estimates - together, all of which yielding innumerable discoveries and insights about these players and this ecosystem... Though the unprecedented scale of this case study is indicative, this is Alphacution's current version of a masterpiece; the new crown jewel of a unique research library developed by hand, exclusively with publicly-available data (with the exception of certain daily market data samples), over years of consistent focus, patience and curiosity... This and related case studies are available to premium and enterprise subscribers or via individual document purchase...

In this 72-page, 75-exhibit, 17,400-word case study, "The Transformation of Belvedere," Alphacution publishes its findings on equity index option specialist, Chicago-based Belvedere Trading. Founded in 2002 with a current team of ~300 employees, Belvedere's story represents a unique addition to the Alphacution research library due to the significant strategy transformation it appears to have undergone over the past few years while maintaining its strengths in SPX options. This case study also showcases certain achievements, trading revenue (sample), risk framework, and trading preferences, as well as key comparisons and new context on the US-based strategies of legendary Amsterdam-based option houses, Optiver and IMC Financial Markets, and new insights on the boom in zero days to expiry (0DTE) options and their impacts on a broader constellation of US option market makers... This and related case studies are available to premium and enterprise subscribers or via individual document purchase...

In this 98-page, 115-exhibit, 22,400-word case study, "IMC: International Marketmakers Combination," Alphacution publishes its findings on global option market maker and equity index option specialist, Amsterdam-based IMC BV and its affiliates, including - most notably - its US-based affiliate, IMC-Chicago, LLC (often known as IMC Financial Markets). Founded in 1989 by two floor traders on Amsterdam's European Options Exchange, today IMC is one of only three Tier I proprietary trading firms with legacy in the 1980's - along with legendary option trading houses, Philadelphia-based Susquehanna International Group, LLP and Amsterdam-based Optiver BV - and one of only eight "prop firms" globally with more than 1,000 employees. Beyond showcasing certain achievements, revenue, risk framework, and trading preferences of IMC, this case study - Alphacution's 17th such report showcasing the world's leading technology-enhanced trading firms - also provides context for the boom in zero days to expiry (0DTE) options and its impacts on a constellation of US option market makers... This and related case studies are available to premium and enterprise subscribers or via individual document purchase...

In this 87-page, 83-exhibit, 22,700-word case study, "XTX [Invades] Markets," Alphacution publishes its findings - a truly incredible story - about the youngest proprietary trading company to cross the $1 billion revenue threshold in the modern markets era - and the founder, Alex Gerko, who has led that run. Based in London and breaking into the top 10 ranks of overall FX traders before its second birthday, conventional reporting states that XTX Markets Limited was spun out of quant hedge fund manager, GSA Capital Partners, in 2015. This is mostly true. However, the full story of Gerko and his XTX group has never properly been told. In this case study, Alphacution has gone further than it’s ever gone before. Finding data in places like Singapore, France, and India - places where XTX has staked satellites of Gerko’s vision - to paint a clearer picture of how, and maybe why, the company has managed to become so expansive in such a short period of time. Alphacution will not be the last to tell a more complete version of XTX’s story, but we may be the first to attempt it. Our version of that story, the beginnings of which are known to very few insiders, starts in October 2010... This and related case studies are available to premium subscribers or via individual document purchase.

In this 198-page, 273-exhibit, 33,000-word case study, “The Robinhood Effect,” Alphacution brings together data and modeling from 25 entities - 11 retail brokers and 14 wholesale market makers - to explain a new phenomenon that now lives at the center of the US capital markets ecosystem. Alphacution's most ambitious research project to date, this report covers the governing liquidity economics framework that defines PFOF rates, the mechanics of Robinhood's aggressive retail brokerage model, the transformation of the retail brokerage industry, the sophisticated strategy architectures of wholesale market makers, and the "retail flow factors" that impact all market actors in the ecosystem - among many other themes and avenues for future research. An executive summary is available for review and download by open subscribers (w/ free registration). The complete case study is available to premium subscribers or via individual report purchase.

In this 91-page, 102-exhibit case study, “The Rise of Hudson River Trading,” Alphacution adds another leading proprietary trading firm - and recent entrant to the $1 billion+ trading revenue club (2020e) - to its library focused on the most secretive and consequential players in the global markets ecosystem. Notable highlights include the history of Sun Trading and the impacts of its acquisition by Hudson River Trading (HRT) in Q1 2018, and explorations into the firm's European trading operations, US equity and equity option strategies, comparative analysis with select competitors, and revenue estimation, among many other details. An executive summary is available for review and download by open subscribers (w/ free registration). The complete case study is available to premium subscribers or via individual report purchase.

This is the presentation given at the 2020 IEX ARC.IO virtual conference on November 19, 2020. It outlines the research vision and mission for Alphacution's research, lists core data sources (to date), provides an overview of our asset management ecosystem thesis (including capacity of alpha), and draws specifically from notable exhibits in our comprehensive cases studies on the likes of Citadel Securities, Susquehanna International Group (SIG), Two Sigma Investments (including certain comparisons to D. E. Shaw), and Jane Street Group. Full Title - Hiding in Plain Sight: Business and Trading Strategy Intelligence from Slow Data

In this 125-page, 149-exhibit, 26,000-word case study, “History of Jane Street,” Alphacution sets a new bar for the scope of a case study focused one of the leading proprietary trading and market making firms in the world, with notable expansions relative to prior cases studies into regional, US option strategy, revenue estimation, and comparative analysis details (including Citadel Securities, Susquehanna International Group (SIG) and affiliates, and Two Sigma Investments and affiliates). The complete case study is available to premium subscribers or via individual report purchase.

In this 51-page, 61-exhibit case study on one of the most successful quantitative trading firms launched since the dawn of the 21st century  – Two Sigma Investments, LP – Alphacution presents the next in its series of unprecedented reports based on its modeling of many of the most mythological players and impactful themes operating within the current global asset management ecosystem. Of particular note, this report includes a groundbreaking comparative analysis of key strategy parameters between Two Sigma and D. E. Shaw, with additional analytical comparisons that include Millennium Management and Renaissance Technologies; together a grouping of the most revolutionary asset managers in the large-scale quantitative domain. The complete case study is available to premium subscribers or via individual report purchase.