Company lists · Data refreshed September 2026

Top 25 Algorithm-based portfolio managers based in Chicago, United States

Name: Algorithm-based portfolio managers based in Chicago, United States
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 19, 2026 69 companies tracked

RevenueBase identified 69 algorithm-based portfolio managers headquartered in Chicago, United States as of September 2026 and tracks 3,513 professional contacts across them, including 1,883 with verified work emails. New York is the largest hub.

This list covers algorithm-based portfolio managers headquartered in Chicago, United States, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed September 19, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase Smart Search, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list HQ checked on every row RevenueBase Smart Search rating on every row Refreshed Sep 19, 2026 86% judged on-target in blind review

69Companies

3,513Contacts tracked

1,883Verified emails

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The 25 largest algorithm-based portfolio managers based in Chicago, United States

Ranked by team size

Top 25 of 69 algorithm-based portfolio managers based in Chicago, United States, ranked by team size, largest first. Data refreshed Sep 19, 2026. RevenueBase Smart Search rates how each company's information relates to algorithm-based portfolio managers: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#	Company	RevenueBase Smart Search	Headquarters	Employees	Contacts
1	Balyasny Asset Management L.P	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1,001-5,000	2,253 contacts →
	Partial evidence “Balyasny Asset Management (BAM) is a diversified global investment firm founded in 2001 by Dmitry Balyasny, Scott Schroeder, and Taylor O'Malley.” Source: RevenueBase Database · checked Sep 19, 2026
2	Headlands Technologies LLC	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	51-200	170 contacts →
	Indirect evidence “Headlands Technologies, LLC is a global quantitative trading company based in Chicago, with offices in New York, Austin, Amsterdam, London and Singapore.” Source: RevenueBase Database · checked Sep 19, 2026
3	Aquatic Capital Management	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	51-200	131 contacts →
	Partial evidence “Aquatic manages systematic investment strategies, combining a high-performance research and development platform with disciplined risk management.” Source: RevenueBase Database · checked Sep 19, 2026
4	Teza Technologies	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	51-200	110 contacts →
	Partial evidence “Teza is a systematic quantitative investment manager.” Source: RevenueBase Database · checked Sep 19, 2026
5	Eagle Seven	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	51-200	108 contacts →
	Indirect evidence “Globally positioned, we combine the latest technology with a unique group of professional traders and innovative developers to achieve the highest results.” Source: RevenueBase Database · checked Sep 19, 2026
6	Segall Bryant & Hamill	Strong evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	51-200	107 contacts →
	Strong evidence “Founded in 1994, Segall Bryant & Hamill (SBH) provides professional portfolio management of domestic and international equity and fixed income portfolios, as well as alternative…” Source: RevenueBase Database · checked Sep 19, 2026
7	3red Partners	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	51-200	64 contacts →
	Indirect evidence “3Red is a global trading firm committed to leveraging technology and quantitative research to implement a diverse set of trading strategies while managing risk and responding to…” Source: RevenueBase Database · checked Sep 19, 2026
8	Valkyrie Trading	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	51-200	52 contacts →
	Indirect evidence “Valkyrie Trading, LLC was formed in Chicago in 2011 with the intent of embracing trading opportunities and technology in a modern marketplace.” Source: RevenueBase Database · checked Sep 19, 2026
9	Hull Tactical Asset Allocation Htaa	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	11-50	25 contacts →
	Partial evidence “Hull Tactical (HTAA, LLC) is a Registered Investment Advisor founded in 2013 focusing on quantitative asset management.” Source: RevenueBase Database · checked Sep 19, 2026
10	Cognitive Capital, LLC	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	11-50	22 contacts →
	Indirect evidence “Welcome to Cognitive Capital, a trading firm founded and focused on creating value.” Source: RevenueBase Database · checked Sep 19, 2026
11	SG CAP Trading, LLC	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	11-50	20 contacts →
	Indirect evidence “We are a Chicago-based automated trading firm established in 2004.” Source: RevenueBase Database · checked Sep 19, 2026
12	Katonah EVE LLC	Indirect evidence	Chicago, United StatesHQ checked Sep 19, 2026	11-50	8 contacts →
	Indirect evidence “Katonah EvE LLC specializes in real alpha strategies that have a low to negative correlation with other alternative investment funds.” Source: RevenueBase Database · checked Sep 19, 2026
13	Attain Capital Management	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	8 contacts →
	Partial evidence “Attain Capital Management ("Attain") is a specialized asset management firm focusing on unique alternative investments in markets around the globe.” Source: RevenueBase Database · checked Sep 19, 2026
14	Zephyr Capital	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	6 contacts →
	Indirect evidence “Zephyr Capital is a quantitative research startup specializing in advanced machine learning techniques for mid and high-frequency trading.” Source: RevenueBase Database · checked Sep 19, 2026
15	Robosig	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	5 contacts →
	Indirect evidence “The RoboSig dream team is revolutionizing the world of FX with cutting-edge autonomous AI-supported trading strategies, delivering top-tier software solutions and empowering…” Source: RevenueBase Database · checked Sep 19, 2026
16	Kruse Asset Management	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	4 contacts →
	Indirect evidence “Delivering a wealth of services, KAM provides calculated investment strategy with personal attention that remains rare.” Source: RevenueBase Database · checked Sep 19, 2026
17	R Best LLC	Strong evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	4 contacts →
	Strong evidence “R Best, LLC is an experienced alternative investment manager dedicated to developing systematic investment strategies to measurably enhance our clients' broader portfolios.” Source: RevenueBase Database · checked Sep 19, 2026
18	DSC Quantitative Group LLC	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	11-50	3 contacts →
	Indirect evidence “Since 2012, DSC Quantitative Group has developed products and solutions that provide global investors with efficient access to the same risks and return characteristics as…” Source: RevenueBase Database · checked Sep 19, 2026
19	Option Financial LLC	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	3 contacts →
	Partial evidence “Option Financial is a proprietary trading firm focused on developing algorithmic trading strategies across multiple asset classes on global exchanges.” Source: RevenueBase Database · checked Sep 19, 2026
20	Logan Stone Capital LLC	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	2 contacts →
	Indirect evidence Source: RevenueBase Database · checked Sep 19, 2026
21	Barton Capital Group	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	2 contacts →
	Partial evidence “Proprietary algorithmic based trading” Source: RevenueBase Database · checked Sep 19, 2026
22	Q36 LLC	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	2 contacts →
	Partial evidence “Q36 is a quantitative algorithmic finance firm.” Source: RevenueBase Database · checked Sep 19, 2026
23	Takumi Capital	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	2 contacts →
	Partial evidence “Takumi Capital LLC is an investment management firm that focuses on quantitative trading in the global markets.” Source: RevenueBase Database · checked Sep 19, 2026
24	Eschaton Trading	Indirect evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	2 contacts →
	Indirect evidence “Eschaton is a quantitative trading firm founded in 2016.” Source: RevenueBase Database · checked Sep 19, 2026
25	Parabolic Ventures INC	Partial evidence	Chicago, IL, United StatesHQ checked Sep 19, 2026	1-10	2 contacts →
	Partial evidence “Parabolic Ventures actively invested in publicly traded securities using our algorithmic investing platform called Parabolic AI.” Source: RevenueBase Database · checked Sep 19, 2026

RevenueBase Smart Search

RevenueBase Smart Search assesses information from a company’s LinkedIn profile, information supplied directly by the company, its website, and other publicly available sources. It uses that information to rate how closely the company relates to this list’s category: algorithm-based portfolio managers. Every row carries its rating and the description the rating was read from, so each one can be checked rather than taken on trust.

Strong evidence: The company's own public description of its business names algorithm-based portfolio managers.
Partial evidence: Its own public description names part of algorithm-based portfolio managers, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name algorithm-based portfolio managers. The match rests on the rest of the company's public profile rather than the one sentence quoted here, so this is the rating to check first.

RevenueBase Smart Search is how these lists are built: RevenueBase's data engine and AI assemble the companies that match a category defined in a user's own words, so a list can be about what companies actually do rather than about whichever industry code they were filed under.

Showing 25 of 69 algorithm-based portfolio managers based in Chicago, United States

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Algorithm-based portfolio managers based in Chicago, United States at a glance

As of Sep 19, 2026

53.6%Verified-email coverage

50.9Average contacts per company

1-10Median size (employees)

331.9%Largest-city concentration · New York

Sep 19, 2026Page data refreshed

Companies by employee count

1-10

11-50

51-200

501-1,000

1,001-5,000

Email recency for this list is measured across the whole United States list rather than for Chicago, so it is reported there. Company counts and contact totals on this page are exact for Chicago, over 69 companies.

How this list was built

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among algorithm-based portfolio managers, so some rows will be adjacent to the category rather than pure plays. The description and RevenueBase Smart Search rating on every row are there so you can check each match yourself.

Source: The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase Smart Search, the natural-language company search available to every RevenueBase user.
What qualifies: Companies headquartered in Chicago, United States whose own description of what they do matches “algorithm-based portfolio managers”. Matching reads each company's description, not its industry code or its name.
RevenueBase Smart Search: RevenueBase Smart Search is how this list is assembled and how each row is rated. RevenueBase's data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to a category defined in a user's own words. Each row is rated strong evidence (its own description names algorithm-based portfolio managers), partial evidence (it names part of the category) or indirect evidence (the description shown names none of it and the match rests on the rest of the company's profile). The description supporting each rating is quoted on the row.
What we exclude: Companies whose own description does not clearly place them among algorithm-based portfolio managers, and records with no verified work email. Companies headquartered outside Chicago are excluded even when they keep an office there.
Match quality: In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and its RevenueBase Smart Search rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
Ranking: Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification: Every listed company carries at least one verified work email, 1,883 across the full list. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh: This page's figures were pulled from the company graph on September 19, 2026. Lists refresh periodically as the graph is re-checked.
Corrections: Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

Algorithm-based portfolio managers by metro in the United States

Algorithm-based portfolio managers in New York229
Algorithm-based portfolio managers in Chicago69
Algorithm-based portfolio managers in San Francisco56
Algorithm-based portfolio managers in Boston36
Algorithm-based portfolio managers in Los Angeles32
Algorithm-based portfolio managers in Miami27
Algorithm-based portfolio managers in New York City27

Frequently asked

What is RevenueBase Smart Search?

RevenueBase Smart Search is how RevenueBase decides which companies belong on this list and how strongly each one fits. Its data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to the category the list is about. Each row is rated strong evidence when the company's own description names algorithm-based portfolio managers, partial evidence when it names part of the category, and indirect evidence when the description shown names none of it and the match rests on the rest of the company's profile.

How many algorithm-based portfolio managers are there based in Chicago, United States?

RevenueBase identified 69 algorithm-based portfolio managers headquartered in Chicago, United States as of September 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

Balyasny Asset Management L.P, headquartered in Chicago, tops this list with the largest team on record.

Which city has the most algorithm-based portfolio managers?

New York leads with 229 headquartered companies, followed by Chicago (69) and San Francisco (56).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 1,883 verified decision-maker contacts tracked across these 69 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 19, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase Smart Search, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.