analyticsVertical SaaS
Data as of Q4 2025
Summary Verdict
BBAI: 0—DDD: 5wins
Rule of 40
-52.6BBAI
-37.4DDD
check_circleDDD leads
Revenue Growth
-19.3%BBAI
-12.1%DDD
check_circleDDD leads
Gross Margin
22%BBAI
34%DDD
check_circleDDD leads
FCF Margin
-33.3%BBAI
-25.3%DDD
check_circleDDD leads
Operating Margin
-167.5%BBAI
-24.8%DDD
check_circleDDD leads
NRR
—BBAI
—DDD
Metric
Rule of 40Efficiency score
BBAI
-52.6
DDD
-37.4check_circle
Revenue GrowthYoY
BBAI
-19.3%
DDD
-12.1%check_circle
Gross Margin% of revenue
BBAI
22%
DDD
34%check_circle
FCF MarginFree cash flow
BBAI
-33.3%
DDD
-25.3%check_circle
Operating MarginGAAP
BBAI
-167.5%
DDD
-24.8%check_circle
NRRNet retention
BBAI
N/A
DDD
N/A
EV / RevenueValuation multiple
BBAI
N/A
DDD
N/A
Market CapUSD
BBAI
N/A
DDD
N/A
ARR GrowthYoY
BBAI
N/A
DDD
N/A
CAC PaybackMonths to recover
BBAI
N/A
DDD
N/A
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insights
Analysis
As of Q4 2025, BigBear.ai Holdings, Inc. trades at N/A EV/Revenue versus 3D SYSTEMS CORP at N/A. On the Rule of 40, BigBear.ai Holdings, Inc. scores -52.6 compared to 3D SYSTEMS CORP's -37.4, placing 3D SYSTEMS CORP ahead in operating efficiency. Gross margins stand at BigBear.ai Holdings, Inc. 22% vs 3D SYSTEMS CORP 34%.
Sector Context
Both companies operate in the Vertical SaaS sector. The median columns above show where each company stands relative to their peers.