BigBear.ai Holdings, Inc. (BBAI) DCF Valuation & Fundamental Primer
BigBear.ai Holdings, Inc. (BBAI) currently trades at $5.88 with an enterprise value of $-1.11B. Our proprietary institutional model rates BigBear.ai Holdings, Inc. at 35/100 (Grade: D · High Fundamental Risk). The current market price prices in an implied 5-year revenue CAGR of 56.5% vs. historical growth of 14.7% (Aggressive Growth Expectations Priced In).
Institutional fundamental teardown of BigBear.ai Holdings, Inc. (BBAI) covering SEC 10-K/10-Q cash flow conversion, SBC dilution friction, and Reverse-DCF valuation hurdles.
BigBear.ai Holdings, Inc. (BBAI) 3-Scenario DCF Valuation Range
Stress-test BBAI's 5-year growth, target FCF margin, WACC, terminal methodology, and SBC/dilution friction in real time.
Split between 5-Year Explicit Cash Flows and Discounted Terminal Value
2D Institutional Valuation Sensitivity Heatmap
Implied share price & upside/downside spread across 25 valuation states (Current Price: $5.88).
| WACC \ Terminal | 1.5% | 2.0% | 2.5% | 3.0% | 3.5% |
|---|---|---|---|---|---|
| 8.5% | $0.81 -86% | $0.88 -85% | $0.96 -84% | $1.05 -82% | $1.16 -80% |
| 9.3% | $0.70 -88% | $0.75 -87% | $0.81 -86% | $0.88 -85% | $0.97 -84% |
| 10.0% | $0.61 -90% | $0.65 -89% | $0.70 -88% | $0.76 -87% | $0.82 -86% |
| 10.8% | $0.54 -91% | $0.57 -90% | $0.61 -90% | $0.65 -89% | $0.70 -88% |
| 11.5% | $0.47 -92% | $0.50 -91% | $0.53 -91% | $0.57 -90% | $0.61 -90% |
Institutional Software Quality Scorecard (35/100 · Grade D)
Significant cash burn, high dilution, and distressed balance sheet characteristics.
Negative free cash flow; business consumes cash to sustain operations
Standard software SBC dilution; modest equity transfer to employees
Sub-par gross margins; higher cost of delivery or hardware/services mix
Leveraged balance sheet coupled with cash burn; heightened refinancing risk
Core Investment Strengths & Moats
Key Operational & Dilution Risks
- Negative free cash flow burn of $-49.2M over trailing twelve months
- Lower software gross margins (28.6%), indicating higher hosting or service delivery drag
- Balance sheet vulnerability: Net debt of $96.3M while operating with cash burn
Reverse-DCF Solver: What Growth is Priced Into BBAI?
The current share price demands 56.5% 5-year CAGR (79.7% net of SBC & dilution)—a +41.8% acceleration over historical run-rate (14.7%). Any growth slowdown risks valuation multiple contraction.
Headline Reverse-DCF ignores Stock-Based Compensation (13.4% of revenue) and annual share dilution (1.6%/yr). Accounting for both requires 79.7% 5-year revenue CAGR to justify $5.88/sh on a true per-share economic cash flow basis.
BigBear.ai Holdings, Inc. (BBAI) 5-Year Fundamental Forecast
| Statement Line Item | TTM Audited Base | TTM | Y1 | Y2 | Y3 | Y4 | Y5 |
|---|---|---|---|---|---|---|---|
| Revenue | $158.2M | $158.2M | $181.5M | $208.3M | $239.0M | $274.2M | $314.6M |
| Gross Profit | $45.2M | $45.2M | $51.9M | $59.5M | $68.3M | $78.4M | $89.9M |
| Operating Income (EBIT) | $-133.4M | $-126.6M | $-145.2M | $-166.6M | $-191.2M | $-219.3M | $-251.6M |
| Stock-Based Compensation (SBC) | $21.1M | $21.1M | $24.2M | $27.8M | $31.9M | $36.6M | $42.0M |
| Unlevered Free Cash Flow (FCF) | $-49.2M | $-49.2M | $-56.5M | $-64.8M | $-74.3M | $-85.3M | $-97.9M |
| SBC-Adjusted True Cash Flow | $-70.4M | $-70.4M | $-80.7M | $-92.6M | $-106.2M | $-121.9M | $-139.8M |
Software & Cloud Services Peer Comparables & Rule of 40 Regression
Rule of 40 vs. EV / Revenue Multiple Regression
OLS Fit: EV/Rev = 10.1 + 0.05 × (Rule of 40) · R² = 12%Stocks below the gold regression line trade at a discount relative to their Rule of 40 compounding efficiency.
| Company | Ticker | Market Cap | TTM Revenue | Gross Margin | FCF Margin | Rule of 40 | SBC % Rev | EV / Rev |
|---|---|---|---|---|---|---|---|---|
| BigBear.ai Holdings, Inc. | BBAI | $2.18B | $158.2M | 28.6% | -31.1% | -16.4% | 13.3% | 14.4× |
| ServiceNow | NOW | $152.61B | $10.98B | 79.2% | 31.1% | 54.2% | 15.9% | 13.9× |
| Workday, Inc. | WDAY | $50.35B | $8.00B | 75.0% | 27.4% | 43.9% | 19.0% | 6.4× |
| Salesforce | CRM | $217.10B | $37.90B | 77.2% | 32.8% | 42.8% | 8.4% | 5.8× |
| Datadog | DDOG | $46.05B | $2.68B | 80.8% | 31.1% | 57.7% | 21.3% | 17.4× |
| Snowflake Inc. | SNOW | $71.79B | $3.63B | 66.5% | 25.2% | 57.7% | 40.8% | 20.0× |
| Hubspot | HUBS | $19.89B | $2.63B | 85.0% | 21.3% | 52.7% | 19.2% | 7.7× |
| Peer Cohort Median Benchmark (N=6) | 78.2% | 29.2% | 53.5% | 19.1% | 10.8× | |||
EV / Revenue Multiple Compression Stress Test
| Multiple Scenario | EV / Revenue | Implied Enterprise Value | Implied Equity Value | Implied Share Price | Delta vs Current |
|---|---|---|---|---|---|
| Current Multiple | 14.4× | $2.28B | $2.18B | $5.88 | 0.0% |
| -20% Multiple Compression | 11.5× | $1.82B | $1.73B | $4.65 | -20.0% |
| -35% Multiple Compression | 9.4× | $1.48B | $1.38B | $3.73 | -35.0% |
| Software Baseline Floor (5.0× EV/Rev) | 5.0× | $791.2M | $694.9M | $1.87 | -65.2% |
Frequently Asked Questions: BigBear.ai Holdings, Inc. (BBAI) Valuation
What is BigBear.ai Holdings, Inc. (BBAI)'s intrinsic DCF valuation and implied share price?
Based on audited SEC 10-K/10-Q filings and a 5-year 3-statement discounted cash flow (DCF) model, BigBear.ai Holdings, Inc. (BBAI) has a Base Case implied value of -$3.25 per share (with a Bear Case of -$1.69 and a Bull Case of -$5.28), compared to its current price of $5.88. The model discounts projected free cash flows at a 10.0% WACC and a 2.5% terminal growth rate.
What is BigBear.ai Holdings, Inc. (BBAI)'s Rule of 40 score and Free Cash Flow margin?
BigBear.ai Holdings, Inc. achieves a Rule of 40 score of -16.4%, combining a 14.7% revenue growth run-rate with a -31.1% TTM free cash flow margin on $158.2M in trailing twelve-month revenue. In the Software & Cloud Services peer cohort, the median Rule of 40 benchmark is 53.5%.
What revenue growth rate is priced into BBAI stock according to Reverse-DCF analysis?
At $5.88 per share (Enterprise Value of $2.28B), our Reverse-DCF solver indicates the market is pricing in a 5-year implied revenue CAGR of 56.5%, compared to BigBear.ai Holdings, Inc.'s historical CAGR of 14.7%. Overall market expectations are rated as "Aggressive Growth Expectations Priced In".
How does BigBear.ai Holdings, Inc. compare to Software & Cloud Services software peers?
BigBear.ai Holdings, Inc. (BBAI) earns an institutional Software Quality Score of 35/100 (Grade D — High Fundamental Risk). Across its Software & Cloud Services peer group (NOW, WDAY, CRM, DDOG, SNOW), the cohort trades at a median EV/TTM Revenue multiple of 10.8× and a median gross margin of 78.2%.
How does Stock-Based Compensation (SBC) impact BigBear.ai Holdings, Inc. (BBAI)'s valuation?
BigBear.ai Holdings, Inc. recorded $21.1M in TTM stock-based compensation (13.4% of revenue). When treating SBC as a cash-equivalent compensation expense, BigBear.ai Holdings, Inc.'s SBC-adjusted free cash flow yield is -3.2%, scoring 16/25 on our Shareholder Dilution Friction pillar.