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Side-by-side financial comparison of BigBear.ai Holdings, Inc. (BBAI) and Red Violet, Inc. (RDVT). Click either name above to swap in a different company.
BigBear.ai Holdings, Inc. is the larger business by last-quarter revenue ($27.3M vs $23.4M, roughly 1.2× Red Violet, Inc.). On growth, Red Violet, Inc. posted the faster year-over-year revenue change (19.6% vs -37.7%). Red Violet, Inc. produced more free cash flow last quarter ($6.6M vs $-22.1M). Over the past eight quarters, Red Violet, Inc.'s revenue compounded faster (15.6% 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.
Red Violet, Inc. is a technology firm specializing in advanced data analytics, risk mitigation, and identity verification solutions. It serves clients across law enforcement, financial services, insurance, and corporate compliance sectors, delivering actionable insights from curated public and proprietary data sets to support informed decision-making.
BBAI vs RDVT — Head-to-Head
Income Statement — Q4 FY2025 vs Q4 FY2025
| Metric | | |
|---|---|---|
| Revenue | $27.3M | $23.4M |
| Net Profit | — | $2.8M |
| Gross Margin | 20.3% | — |
| Operating Margin | -295.0% | 6.8% |
| Net Margin | — | 12.0% |
| Revenue YoY | -37.7% | 19.6% |
| Net Profit YoY | — | 226.2% |
| EPS (diluted) | $0.17 | $0.20 |
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.
| Q4 25 | $27.3M | $23.4M | ||
| Q3 25 | $33.1M | $23.1M | ||
| Q2 25 | $32.5M | $21.8M | ||
| Q1 25 | $34.8M | $22.0M | ||
| Q4 24 | $43.8M | $19.6M | ||
| Q3 24 | $41.5M | $19.1M | ||
| Q2 24 | $39.8M | $19.1M | ||
| Q1 24 | $33.1M | $17.5M |
| Q4 25 | — | $2.8M | ||
| Q3 25 | $2.5M | $4.2M | ||
| Q2 25 | $-228.6M | $2.7M | ||
| Q1 25 | $-62.0M | $3.4M | ||
| Q4 24 | — | $863.0K | ||
| Q3 24 | $-15.1M | $1.7M | ||
| Q2 24 | $-14.4M | $2.6M | ||
| Q1 24 | $-127.8M | $1.8M |
| Q4 25 | 20.3% | — | ||
| Q3 25 | 22.4% | — | ||
| Q2 25 | 25.0% | — | ||
| Q1 25 | 21.3% | — | ||
| Q4 24 | 37.4% | — | ||
| Q3 24 | 25.9% | — | ||
| Q2 24 | 27.8% | — | ||
| Q1 24 | 21.1% | — |
| Q4 25 | -295.0% | 6.8% | ||
| Q3 25 | -66.0% | 19.8% | ||
| Q2 25 | -278.1% | 12.6% | ||
| Q1 25 | -61.0% | 19.1% | ||
| Q4 24 | -18.6% | 1.9% | ||
| Q3 24 | -25.4% | 13.1% | ||
| Q2 24 | -41.9% | 16.1% | ||
| Q1 24 | -296.1% | 11.3% |
| Q4 25 | — | 12.0% | ||
| Q3 25 | 7.6% | 18.3% | ||
| Q2 25 | -704.0% | 12.3% | ||
| Q1 25 | -178.3% | 15.6% | ||
| Q4 24 | — | 4.4% | ||
| Q3 24 | -36.5% | 9.0% | ||
| Q2 24 | -36.3% | 13.8% | ||
| Q1 24 | -385.8% | 10.2% |
| Q4 25 | $0.17 | $0.20 | ||
| Q3 25 | $-0.03 | $0.29 | ||
| Q2 25 | $-0.71 | $0.18 | ||
| Q1 25 | $-0.25 | $0.24 | ||
| Q4 24 | $-0.47 | $0.06 | ||
| Q3 24 | $-0.06 | $0.12 | ||
| Q2 24 | $-0.06 | $0.19 | ||
| Q1 24 | $-0.68 | $0.13 |
Balance Sheet & Financial Strength
Snapshot of each company's liquidity, leverage and book value from the latest quarter.
| Metric | | |
|---|---|---|
| Cash + ST InvestmentsLiquidity on hand | $87.1M | $43.6M |
| Total DebtLower is stronger | $107.0M | — |
| Stockholders' EquityBook value | $611.9M | $100.9M |
| Total Assets | $894.5M | $112.0M |
| Debt / EquityLower = less leverage | 0.17× | — |
8-quarter trend — quarters aligned by calendar period.
| Q4 25 | $87.1M | $43.6M | ||
| Q3 25 | $456.6M | $45.4M | ||
| Q2 25 | $390.8M | $38.8M | ||
| Q1 25 | $107.6M | $34.6M | ||
| Q4 24 | $50.1M | $36.5M | ||
| Q3 24 | $65.6M | $35.7M | ||
| Q2 24 | $72.3M | $30.9M | ||
| Q1 24 | $81.4M | $32.1M |
| Q4 25 | $107.0M | — | ||
| Q3 25 | $104.9M | — | ||
| Q2 25 | $103.0M | — | ||
| Q1 25 | $101.4M | — | ||
| Q4 24 | $136.2M | — | ||
| Q3 24 | $195.7M | — | ||
| Q2 24 | $195.7M | — | ||
| Q1 24 | $195.6M | — |
| Q4 25 | $611.9M | $100.9M | ||
| Q3 25 | $610.0M | $101.7M | ||
| Q2 25 | $266.6M | $96.2M | ||
| Q1 25 | $197.8M | $91.8M | ||
| Q4 24 | $-3.7M | $86.6M | ||
| Q3 24 | $127.5M | $91.7M | ||
| Q2 24 | $134.7M | $88.0M | ||
| Q1 24 | $143.2M | $83.8M |
| Q4 25 | $894.5M | $112.0M | ||
| Q3 25 | $919.8M | $112.1M | ||
| Q2 25 | $599.4M | $104.8M | ||
| Q1 25 | $396.3M | $99.1M | ||
| Q4 24 | $343.8M | $98.5M | ||
| Q3 24 | $354.1M | $98.0M | ||
| Q2 24 | $360.9M | $93.5M | ||
| Q1 24 | $377.6M | $94.0M |
| Q4 25 | 0.17× | — | ||
| Q3 25 | 0.17× | — | ||
| Q2 25 | 0.39× | — | ||
| Q1 25 | 0.51× | — | ||
| Q4 24 | — | — | ||
| Q3 24 | 1.54× | — | ||
| Q2 24 | 1.45× | — | ||
| Q1 24 | 1.37× | — |
Cash Flow & Capital Efficiency
How much cash each business actually produces after reinvestment. Cash flow is harder to manipulate than net income.
| Metric | | |
|---|---|---|
| Operating Cash FlowLast quarter | $-21.8M | $6.7M |
| Free Cash FlowOCF − Capex | $-22.1M | $6.6M |
| FCF MarginFCF / Revenue | -80.9% | 28.1% |
| Capex IntensityCapex / Revenue | 0.9% | 0.5% |
| Cash ConversionOCF / Net Profit | — | 2.38× |
| TTM Free Cash FlowTrailing 4 quarters | $-42.5M | $28.8M |
8-quarter trend — quarters aligned by calendar period.
| Q4 25 | $-21.8M | $6.7M | ||
| Q3 25 | $-9.6M | $10.2M | ||
| Q2 25 | $-3.9M | $7.5M | ||
| Q1 25 | $-6.7M | $5.0M | ||
| Q4 24 | $-14.8M | $6.7M | ||
| Q3 24 | $-1.9M | $7.2M | ||
| Q2 24 | $-7.1M | $5.7M | ||
| Q1 24 | $-14.4M | $4.3M |
| Q4 25 | $-22.1M | $6.6M | ||
| Q3 25 | $-9.8M | $10.0M | ||
| Q2 25 | $-3.9M | $7.3M | ||
| Q1 25 | $-6.7M | $5.0M | ||
| Q4 24 | $-15.0M | $6.7M | ||
| Q3 24 | $-2.0M | $7.2M | ||
| Q2 24 | $-7.2M | $5.7M | ||
| Q1 24 | $-14.4M | $4.2M |
| Q4 25 | -80.9% | 28.1% | ||
| Q3 25 | -29.5% | 43.3% | ||
| Q2 25 | -11.9% | 33.5% | ||
| Q1 25 | -19.4% | 22.5% | ||
| Q4 24 | -34.2% | 34.1% | ||
| Q3 24 | -4.9% | 37.8% | ||
| Q2 24 | -18.1% | 29.7% | ||
| Q1 24 | -43.5% | 24.2% |
| Q4 25 | 0.9% | 0.5% | ||
| Q3 25 | 0.6% | 0.8% | ||
| Q2 25 | 0.0% | 0.9% | ||
| Q1 25 | 0.2% | 0.2% | ||
| Q4 24 | 0.4% | 0.1% | ||
| Q3 24 | 0.3% | 0.2% | ||
| Q2 24 | 0.3% | 0.3% | ||
| Q1 24 | 0.1% | 0.4% |
| Q4 25 | — | 2.38× | ||
| Q3 25 | -3.80× | 2.41× | ||
| Q2 25 | — | 2.79× | ||
| Q1 25 | — | 1.45× | ||
| Q4 24 | — | 7.75× | ||
| Q3 24 | — | 4.22× | ||
| Q2 24 | — | 2.17× | ||
| Q1 24 | — | 2.41× |
Financial Flow Comparison
Revenue → gross profit → operating profit → net profit for each company.
