Quants Research Institute - Public Comps and Valuation Multiples

Quants Research Institute Overview

About Quants Research Institute

Quants Research Institute Holdings Inc, formerly M&A Research Institute Holdings Inc is a technology-based M&A brokerage company.

Founded

2018

HQ

Employees

Website

masouken.com

Sectors

Investment Banking

Financials

LTM Revenue $114M

LTM EBITDA $34.1M

EV

$383M

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Quants Research Institute Financials

As of December 2025, Quants Research Institute reported last 12-month revenue of $114M and EBITDA of $34.1M.

In the same period, Quants Research Institute generated $68.0M in LTM gross profit and $19.5M in net income.

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Quants Research Institute P&L

In the most recent fiscal year, Quants Research Institute reported revenue of $106M and EBITDA of $33.9M.

Quants Research Institute expects next 12-month revenue of XXX and NTM EBITDA of XXX

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	LTM	NTM	Last FY	FY 2026	FY 2027	FY 2028
Revenue	$114M	XXX	$106M	XXX	XXX	XXX
Gross Profit	$68.0M	XXX	$64.0M	XXX	XXX	XXX
Gross Margin	59%	XXX	60%	XXX	XXX	XXX
EBITDA	$34.1M	XXX	$33.9M	XXX	XXX	XXX
EBITDA Margin	30%	XXX	32%	XXX	XXX	XXX
EBIT	$33.1M	XXX	$30.5M	XXX	XXX	XXX
EBIT Margin	29%	XXX	29%	XXX	XXX	XXX
Net Profit	$19.5M	XXX	$17.5M	XXX	XXX	XXX
Net Margin	17%	XXX	17%	XXX	XXX	XXX
Net Debt	XXX	XXX	n/a	XXX	XXX	XXX

Financial data powered by Morningstar, Inc.

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Financial performance metrics for Quants Research Institute including revenue, profitability, and margin analysis across different time periods. The company reported last twelve months revenue of $114M. EBITDA for the last twelve months was $34.1M. In the most recent fiscal year, Quants Research Institute achieved $106M in revenue and $33.9M in EBITDA.
Financial Metric	Last Twelve Months (LTM)	Next Twelve Months (NTM)	Most Recent Fiscal Year	Current Fiscal Year (2026)	Next Fiscal Year (2027)	Two Years Forward (2028)
Total Revenue	$114M	Analyst estimates available to subscribers	$106M	Analyst estimates available to subscribers	Analyst estimates available to subscribers	Analyst estimates available to subscribers
Gross Profit	$68.0M	Analyst estimates available to subscribers	$64.0M	Analyst estimates available to subscribers	Analyst estimates available to subscribers	Analyst estimates available to subscribers
Gross Profit Margin	59.4% gross margin	Analyst estimates available to subscribers	60.4% gross profit margin	Analyst estimates available to subscribers	Analyst estimates available to subscribers	Analyst estimates available to subscribers
EBITDA (Earnings Before Interest, Taxes, Depreciation, Amortization)	$34.1M	Analyst estimates available to subscribers	$33.9M	Analyst estimates available to subscribers	Analyst estimates available to subscribers	Analyst estimates available to subscribers
EBITDA Margin	29.8% EBITDA margin	Analyst estimates available to subscribers	32.0% EBITDA margin	Analyst estimates available to subscribers	Analyst estimates available to subscribers	Analyst estimates available to subscribers
EBIT (Earnings Before Interest and Taxes)	$33.1M	Analyst estimates available to subscribers	$30.5M	Analyst estimates available to subscribers	Analyst estimates available to subscribers	Analyst estimates available to subscribers
EBIT Margin	29.0% EBIT margin	Analyst estimates available to subscribers	28.8% EBIT margin	Analyst estimates available to subscribers	Analyst estimates available to subscribers	Analyst estimates available to subscribers
Net Income (Net Profit)	$19.5M	Analyst estimates available to subscribers	$17.5M	Analyst estimates available to subscribers	Analyst estimates available to subscribers	Analyst estimates available to subscribers
Net Profit Margin	17.1% net profit margin	Analyst estimates available to subscribers	16.5% net profit margin	Analyst estimates available to subscribers	Analyst estimates available to subscribers	Analyst estimates available to subscribers
Net Debt Position	Detailed debt information available to subscribers	Detailed debt information available to subscribers	n/a	Detailed debt information available to subscribers	Detailed debt information available to subscribers	Detailed debt information available to subscribers

Financial Performance Summary for Quants Research Institute

This financial data table provides comprehensive performance metrics for Quants Research Institute, a company based in Japan. The metrics include revenue, profitability measures, and operational efficiency indicators across multiple time periods.

Recent Performance Highlights

Quants Research Institute generated $114M in revenue over the last twelve months.
The company achieved $34.1M in EBITDA over the last twelve months.
Gross profit for the last twelve months was $68.0M.
Net income over the last twelve months reached $19.5M.

Fiscal Year Performance

In the most recent fiscal year, Quants Research Institute reported $106M in total revenue.
Fiscal year EBITDA was $33.9M.
The company maintained a gross profit margin of 60.4% in the most recent fiscal year.
EBITDA margin for the fiscal year was 32.0%.
Net profit margin reached 16.5% in the most recent fiscal year.

This financial data is sourced from Morningstar, Inc. and represents the most recent available information for Quants Research Institute. Forward-looking estimates and detailed financial projections are available through our premium subscription service.

Quants Research Institute Stock Performance

Quants Research Institute has current market cap of JPY 64.4B (or $411M), and EV of JPY 60.1B (or $383M).

Market Cap Evolution

Quants Research Institute Stock Data

As of January 15, 2026, Quants Research Institute's stock price is JPY 1192 (or $8).

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EV	Market Cap	Price 1D	Price 1M	Price 3M	Price 12M	EPS
$383M	$411M	XXX	XXX	XXX	XXX	$0.34

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Quants Research Institute Valuation Multiples

Quants Research Institute's trades at 3.4x EV/Revenue multiple, and 10.9x EV/EBITDA.

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Quants Research Institute Financial Valuation Multiples

As of January 15, 2026, Quants Research Institute has market cap of $411M and EV of $383M.

Equity research analysts estimate Quants Research Institute's 2025E EV/Revenue multiple at XXX and 2025E EV/EBITDA multiple at XXX

Quants Research Institute has a P/E ratio of 21.1x.

	LTM	NTM	Last FY	FY 2026	FY 2027	FY 2028
Market cap (current)	$411M	XXX	$411M	XXX	XXX	XXX
EV (current)	$383M	XXX	$383M	XXX	XXX	XXX
EV/Revenue	3.4x	XXX	3.4x	XXX	XXX	XXX
EV/EBITDA	11.2x	XXX	10.9x	XXX	XXX	XXX
EV/EBIT	11.6x	XXX	11.9x	XXX	XXX	XXX
EV/Gross Profit	5.6x	XXX	n/a	XXX	XXX	XXX
P/E	21.1x	XXX	21.9x	XXX	XXX	XXX
EV/FCF	-31.2x	XXX	35.6x	XXX	XXX	XXX

Valuation data powered by FactSet, Inc. and Morningstar, Inc.

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Quants Research Institute Margins & Growth Rates

Quants Research Institute's last 12 month revenue growth is 28%

Quants Research Institute's revenue per employee in the last FY averaged $1.2M, while opex per employee averaged $0.4M for the same period.

Quants Research Institute's rule of 40 is 74% (metric relevant for SaaS companies only, counted as combined revenue growth rate and EBITDA margin).

Quants Research Institute's rule of X is 99% (created by Bessemer, rule of X is another metric relevant for SaaS companies only, ~1.5x stronger vs. the traditional Rule of 40, counted as revenue growth rate multiplied by 2.5 plus EBITDA margin).

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Quants Research Institute Operational Valuation Multiples

	LTM	NTM	Last FY	FY 2026	FY 2027	FY 2028
Revenue Growth	28%	XXX	22%	XXX	XXX	XXX
EBITDA Margin	30%	XXX	31%	XXX	XXX	XXX
EBITDA Growth	20%	XXX	-9%	XXX	XXX	XXX
Rule of 40	74%	XXX	58%	XXX	XXX	XXX
Bessemer Rule of X	XXX	XXX	99%	XXX	XXX	XXX
Revenue per Employee	XXX	XXX	$1.2M	XXX	XXX	XXX
Opex per Employee	XXX	XXX	$0.4M	XXX	XXX	XXX
S&M Expenses to Revenue	XXX	XXX	n/a	XXX	XXX	XXX
G&A Expenses to Revenue	XXX	XXX	n/a	XXX	XXX	XXX
R&D Expenses to Revenue	XXX	XXX	n/a	XXX	XXX	XXX
Opex to Revenue	XXX	XXX	32%	XXX	XXX	XXX

Valuation data powered by FactSet, Inc. and Morningstar, Inc.

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