analyticsVertical SaaS
Data as of Q1 2026
Summary Verdict
BBAI-WT: 0—DDD: 5wins
Rule of 40
-53.0BBAI-WT
-44.1DDD
check_circleDDD leads
Revenue Growth
-14.8%BBAI-WT
-14.5%DDD
check_circleDDD leads
Gross Margin
26%BBAI-WT
35%DDD
check_circleDDD leads
FCF Margin
-38.2%BBAI-WT
-29.6%DDD
check_circleDDD leads
Operating Margin
-116.9%BBAI-WT
-21.3%DDD
check_circleDDD leads
NRR
—BBAI-WT
—DDD
Metric
Rule of 40Efficiency score
BBAI-WT
-53.0
DDD
-44.1check_circle
Revenue GrowthYoY
BBAI-WT
-14.8%
DDD
-14.5%check_circle
Gross Margin% of revenue
BBAI-WT
26%
DDD
35%check_circle
FCF MarginFree cash flow
BBAI-WT
-38.2%
DDD
-29.6%check_circle
Operating MarginGAAP
BBAI-WT
-116.9%
DDD
-21.3%check_circle
NRRNet retention
BBAI-WT
N/A
DDD
N/A
EV / RevenueValuation multiple
BBAI-WT
N/A
DDD
N/A
Market CapUSD
BBAI-WT
N/A
DDD
N/A
ARR GrowthYoY
BBAI-WT
N/A
DDD
N/A
CAC PaybackMonths to recover
BBAI-WT
N/A
DDD
N/A
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insights
Analysis
As of Q1 2026, 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 -53.0 compared to 3D SYSTEMS CORP's -44.1, placing 3D SYSTEMS CORP ahead in operating efficiency. Gross margins stand at BigBear.ai Holdings, Inc. 26% vs 3D SYSTEMS CORP 35%.
Sector Context
Both companies operate in the Vertical SaaS sector. The median columns above show where each company stands relative to their peers.