Quantitative Brokers provides research-driven trading solutions to reduce transaction costs, trade complex structures, measure execution performance, and improve workflow efficiencies, self-described as a market leading provider of Quantitative Research driven Execution Algorithms for Listed and OTC financial instruments.

Quantitative Brokers

CME Group Inc., together with its subsidiaries, operates contract markets for the trading of futures and options on futures contracts worldwide. It offers futures and options products based on interest rates, equity indexes, foreign exchange, agricultural commodities, energy, and metals, as well as fixed income products. The company also provides clearing house services, including clearing, settling, and guaranteeing futures and options contracts, and cleared swaps products traded through its exchanges; and trade processing and risk mitigation services. In addition, the company offers a range of market data services, including real-time and historical data services. It serves professional traders, financial institutions, institutional and individual investors, corporations, manufacturers, producers, governments, and central banks. The company was formerly known as Chicago Mercantile Exchange Holdings Inc. and changed its name to CME Group Inc. in July 2007. CME Group Inc. was founded in 1898 and is headquartered in Chicago, Illinois.

CME Group Inc.

Willett Advisors LLC manages the philanthropic assets of Michael R. Bloomberg, including the assets of Bloomberg Philanthropies. The firm focuses on achieving long-term capital appreciation through a diversified investment portfolio.

Metric
Company Name	Quantitative Brokers	CME Group Inc.	Willett Advisors
Symbol		CME
MSH ID	COM:QUANTITATIVEBROKERS	COM:CMEGROUP	COM:WILLETTADVISORS
Market	PRIVATE	STOCKS	PRIVATE
Sector	Financial Services & Finance	Financial Services	Financial Services & Finance
Industry	Trading and Execution Algorithms	Financial - Data & Stock Exchanges	Investment Management
Country	US	US	US
Stage		Post-IPO
Employee Count		3.56K	1
Website	quantitativebrokers.com	cmegroup.com	willettadvisors.com
LinkedIn		cme-group
Founders

Metric
Market Cap	69.70B
Enterprise Value
Monthly Web Traffic	3.45M	1.10K
Web Traffic Growth	-0.40	-0.91
Valuation
Raised Capital	1B

Metric
Revenue		5.58B
Revenue (LTM)
Revenue (NTM)
Gross Profit		4.54B
EBITDA		3.79B
Operating Income		3.44B
Net Income		3.23B
EPS		8.87
Diluted EPS		8.86
Revenue 2022
Revenue 2023
Revenue 2024
Revenue 2025
Revenue 2026

Metric
Revenue Growth (LTM)
Revenue Growth (NTM)
Gross Profit Growth (LTM)
EBITDA Growth (LTM)
Net Income Growth (LTM)
14-Day Growth Score
28-Day Growth Score
90-Day Growth Score
365-Day Growth Score

Metric
Gross Profit Margin		0.84
Operating Profit Margin		0.63
EBITDA Margin		0.68
Net Profit Margin		0.58
Return on Equity		0.12
Return on Assets		0.03
Return on Capital Employed		0.10

COM:QUANTITATIVEBROKERS

Quantitative Brokers

Company Overview

Market Metrics

Financial Performance

Growth Metrics

Profitability Ratios

Valuation Multiples

Operational Metrics

Cash Flow Metrics

Balance Sheet Metrics

Efficiency Metrics

Metric
P/E Ratio		24.20
P/B Ratio		2.62
Revenue Multiple (LTM)
Revenue Multiple (NTM)
EBITDA Multiple (LTM)
EBITDA Multiple (NTM)
Price to Sales Ratio		14.18
EV Multiple		29.44

Metric
Days Sales Outstanding		38.11
Days Payables Outstanding		24.28
Days Inventory Outstanding
Operating Cycle		81.81
Cash Conversion Cycle		44.11
Asset Turnover		0.05

Metric
Operating Cash Flow		3.45B
Free Cash Flow		3.38B
Cash Flow to Debt		1.03
Operating Cash Flow/Sales		0.62
Free Cash Flow Yield		0.04

Metric
Cash & Equivalents		2.92B
Accounts Receivable		-51.50M
Inventory
Goodwill		10.50B
Debt to Capitalization		0.12
Debt to Assets		0.03
Current Ratio		1.03
Quick Ratio		118.41

Metric
Rule of 40 (LTM)
Rule of 40 (NTM)
Stock Comp to Revenue		0.01
R&D to Revenue
SG&A to Revenue		0.03