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Side-by-side financial comparison of BigBear.ai Holdings, Inc. (BBAI) and Maison Solutions Inc. (MSS). Click either name above to swap in a different company.

Maison Solutions Inc. is the larger business by last-quarter revenue ($27.6M vs $27.3M, roughly 1.0× BigBear.ai Holdings, Inc.). On growth, Maison Solutions Inc. posted the faster year-over-year revenue change (-10.9% vs -37.7%). Over the past eight quarters, Maison Solutions Inc.'s revenue compounded faster (42.5% CAGR vs -9.2%).

BigBear.ai Holdings, Inc. develops and delivers artificial intelligence-powered decision support and analytics solutions. Its core offerings cover predictive analytics, supply chain optimization, and operational intelligence platforms, serving key segments including national defense, intelligence agencies, and commercial enterprise clients primarily across North America, helping customers improve operational efficiency and mitigate risks.

Maison Solutions Inc. is a specialty home goods retail company that provides a diverse portfolio of stylish, affordably priced furniture, home decor items, and daily household products. Its primary market is the Guangdong-Hong Kong-Macao Greater Bay Area in China, serving mass consumers through both offline physical stores and online e-commerce channels.

BBAI vs MSS — Head-to-Head

Bigger by revenue
MSS
MSS
1.0× larger
MSS
$27.6M
$27.3M
BBAI
Growing faster (revenue YoY)
MSS
MSS
+26.8% gap
MSS
-10.9%
-37.7%
BBAI
Faster 2-yr revenue CAGR
MSS
MSS
Annualised
MSS
42.5%
-9.2%
BBAI

Income Statement — Q4 FY2025 vs Q2 FY2026

Metric
BBAI
BBAI
MSS
MSS
Revenue
$27.3M
$27.6M
Net Profit
$-5.0M
Gross Margin
20.3%
23.4%
Operating Margin
-295.0%
-4.9%
Net Margin
-18.0%
Revenue YoY
-37.7%
-10.9%
Net Profit YoY
-1840.5%
EPS (diluted)
$0.17
$-0.23

Green = leading value per metric. Periods may differ when fiscal calendars don't align.

8-Quarter Revenue & Profit Trend

Side-by-side quarterly history. Quarters aligned by calendar period so offset fiscal years line up.

Revenue
BBAI
BBAI
MSS
MSS
Q4 25
$27.3M
$27.6M
Q3 25
$33.1M
$27.2M
Q2 25
$32.5M
$34.4M
Q1 25
$34.8M
$32.3M
Q4 24
$43.8M
$29.4M
Q3 24
$41.5M
$28.2M
Q2 24
$39.8M
$16.9M
Q1 24
$33.1M
$13.6M
Net Profit
BBAI
BBAI
MSS
MSS
Q4 25
$-5.0M
Q3 25
$2.5M
$-1.5M
Q2 25
$-228.6M
$-287.4K
Q1 25
$-62.0M
$1.0M
Q4 24
$-256.0K
Q3 24
$-15.1M
$700.9K
Q2 24
$-14.4M
$-2.8M
Q1 24
$-127.8M
$-549.0K
Gross Margin
BBAI
BBAI
MSS
MSS
Q4 25
20.3%
23.4%
Q3 25
22.4%
24.1%
Q2 25
25.0%
9.5%
Q1 25
21.3%
21.8%
Q4 24
37.4%
26.9%
Q3 24
25.9%
28.9%
Q2 24
27.8%
13.0%
Q1 24
21.1%
23.4%
Operating Margin
BBAI
BBAI
MSS
MSS
Q4 25
-295.0%
-4.9%
Q3 25
-66.0%
0.7%
Q2 25
-278.1%
-15.9%
Q1 25
-61.0%
3.7%
Q4 24
-18.6%
3.2%
Q3 24
-25.4%
7.3%
Q2 24
-41.9%
-14.4%
Q1 24
-296.1%
-2.3%
Net Margin
BBAI
BBAI
MSS
MSS
Q4 25
-18.0%
Q3 25
7.6%
-5.7%
Q2 25
-704.0%
-0.8%
Q1 25
-178.3%
3.1%
Q4 24
-0.9%
Q3 24
-36.5%
2.5%
Q2 24
-36.3%
-16.4%
Q1 24
-385.8%
-4.0%
EPS (diluted)
BBAI
BBAI
MSS
MSS
Q4 25
$0.17
$-0.23
Q3 25
$-0.03
$-0.08
Q2 25
$-0.71
$-0.02
Q1 25
$-0.25
$0.06
Q4 24
$-0.47
$-0.01
Q3 24
$-0.06
$0.04
Q2 24
$-0.06
$-0.16
Q1 24
$-0.68
$-0.03

Balance Sheet & Financial Strength

Snapshot of each company's liquidity, leverage and book value from the latest quarter.

Metric
BBAI
BBAI
MSS
MSS
Cash + ST InvestmentsLiquidity on hand
$87.1M
Total DebtLower is stronger
$107.0M
$2.6M
Stockholders' EquityBook value
$611.9M
$11.6M
Total Assets
$894.5M
$75.4M
Debt / EquityLower = less leverage
0.17×
0.22×

8-quarter trend — quarters aligned by calendar period.

Cash + ST Investments
BBAI
BBAI
MSS
MSS
Q4 25
$87.1M
Q3 25
$456.6M
$1.1M
Q2 25
$390.8M
$775.4K
Q1 25
$107.6M
$445.4K
Q4 24
$50.1M
$355.7K
Q3 24
$65.6M
$588.9K
Q2 24
$72.3M
$2.1M
Q1 24
$81.4M
$9.4M
Total Debt
BBAI
BBAI
MSS
MSS
Q4 25
$107.0M
$2.6M
Q3 25
$104.9M
$2.6M
Q2 25
$103.0M
$2.6M
Q1 25
$101.4M
Q4 24
$136.2M
Q3 24
$195.7M
$2.5M
Q2 24
$195.7M
$2.6M
Q1 24
$195.6M
$2.6M
Stockholders' Equity
BBAI
BBAI
MSS
MSS
Q4 25
$611.9M
$11.6M
Q3 25
$610.0M
$10.1M
Q2 25
$266.6M
$11.7M
Q1 25
$197.8M
$12.0M
Q4 24
$-3.7M
$10.9M
Q3 24
$127.5M
$11.2M
Q2 24
$134.7M
$10.5M
Q1 24
$143.2M
$13.3M
Total Assets
BBAI
BBAI
MSS
MSS
Q4 25
$894.5M
$75.4M
Q3 25
$919.8M
$73.3M
Q2 25
$599.4M
$77.4M
Q1 25
$396.3M
$82.7M
Q4 24
$343.8M
$82.7M
Q3 24
$354.1M
$82.1M
Q2 24
$360.9M
$82.4M
Q1 24
$377.6M
$44.2M
Debt / Equity
BBAI
BBAI
MSS
MSS
Q4 25
0.17×
0.22×
Q3 25
0.17×
0.26×
Q2 25
0.39×
0.22×
Q1 25
0.51×
Q4 24
Q3 24
1.54×
0.23×
Q2 24
1.45×
0.24×
Q1 24
1.37×
0.19×

Cash Flow & Capital Efficiency

How much cash each business actually produces after reinvestment. Cash flow is harder to manipulate than net income.

Metric
BBAI
BBAI
MSS
MSS
Operating Cash FlowLast quarter
$-21.8M
$-1.7M
Free Cash FlowOCF − Capex
$-22.1M
FCF MarginFCF / Revenue
-80.9%
Capex IntensityCapex / Revenue
0.9%
Cash ConversionOCF / Net Profit
TTM Free Cash FlowTrailing 4 quarters
$-42.5M

8-quarter trend — quarters aligned by calendar period.

Operating Cash Flow
BBAI
BBAI
MSS
MSS
Q4 25
$-21.8M
$-1.7M
Q3 25
$-9.6M
$1.1M
Q2 25
$-3.9M
$-1.6M
Q1 25
$-6.7M
$1.7M
Q4 24
$-14.8M
$1.1M
Q3 24
$-1.9M
$3.6M
Q2 24
$-7.1M
$-2.6M
Q1 24
$-14.4M
$-1.4M
Free Cash Flow
BBAI
BBAI
MSS
MSS
Q4 25
$-22.1M
Q3 25
$-9.8M
Q2 25
$-3.9M
Q1 25
$-6.7M
Q4 24
$-15.0M
Q3 24
$-2.0M
Q2 24
$-7.2M
Q1 24
$-14.4M
FCF Margin
BBAI
BBAI
MSS
MSS
Q4 25
-80.9%
Q3 25
-29.5%
Q2 25
-11.9%
Q1 25
-19.4%
Q4 24
-34.2%
Q3 24
-4.9%
Q2 24
-18.1%
Q1 24
-43.5%
Capex Intensity
BBAI
BBAI
MSS
MSS
Q4 25
0.9%
Q3 25
0.6%
Q2 25
0.0%
Q1 25
0.2%
Q4 24
0.4%
Q3 24
0.3%
Q2 24
0.3%
Q1 24
0.1%
Cash Conversion
BBAI
BBAI
MSS
MSS
Q4 25
Q3 25
-3.80×
Q2 25
Q1 25
1.66×
Q4 24
Q3 24
5.12×
Q2 24
Q1 24

Financial Flow Comparison

Revenue → gross profit → operating profit → net profit for each company.

Revenue Breakdown by Segment

BBAI
BBAI

Segment breakdown not available.

MSS
MSS

Perishables$14.4M52%
Nonperishables$13.2M48%

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