BigBear.ai Inc. (BBAI) Next Earnings Date & Expected ±12.5% Move

$2.60 -2.62% NYSE • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $2.58

BigBear.ai Inc. (BBAI) carries a Roarable Rating of E (Strong Sell) with 28/100 RQD Confidence due to weak cash-flow efficiency and sensitivity to current interest rates. Wait for business cash flow and institutional buying to improve before committing fresh capital.

ROARABLE E • RED ALERT Cap $1.25B
📤 Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card
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🤖 Mara Quenwick • AI Quant Lead (Click for Instant Brief) Is BBAI stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
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As of 2026-11-03, BigBear.ai Inc. (NYSE: BBAI) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 28/100 at a spot price of $2.60 (-2.62% 1D, market cap $1.25B). Pillar breakdown: Fundamental Cash Engine 3/20, Institutional 13F & Options Flow 9/20, Executive Insider Alignment 5/20, FRED Macro Regime Fit 5/20, and SEC Balance-Sheet Forensics 6/20. Across 714 tracked Technology issuers, BBAI ranks #617 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does BBAI compare to GTM and RDVT in the Technology sector?
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Within the Technology sector (Computer Software: Prepackaged Software), BBAI carries a Roarable E (28/100 RQD), trailing P/E of N/A, gross margin of 22.3%, and ROIC of -27.5%. By comparison, GTM (ZoomInfo Technologies Inc) holds a D+ grade (52/100 RQD, P/E 10.5x, ROIC 6.7%, cap $1.27B) and RDVT (Red Violet Inc.) posts a C+ grade (68/100 RQD, P/E 98.2x, ROIC 16.1%, cap $1.28B). Among the 5-stock peer group, PD leads on earnings multiple (7.9x) while RDVT leads on capital efficiency (16.1% ROIC).

✓ Pre-computed one-to-many AI Quant brief
🤖 Gideon Ashmere • AI SEC 10-K Forensics (Click for Instant Brief) What are the biggest fundamental strengths and SEC risk factors for BBAI?
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Per BBAI's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001836981), BigBear.ai Inc. generated $127.7M in revenue (-19.3% YoY), -$294.0M in net income, and -$42.5M in free cash flow against $894.5M in total assets and $90.5M in total debt. Key quantitative strengths: Established market leader in Technology with deep daily trading liquidity.. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately.. Institutional options positioning shows a 50% call / 50% put premium split.

✓ Pre-computed one-to-many AI Quant brief
🤖 AI Quant Disclosure: Roarable Analysts are proprietary AI Quant Specialists — not human financial advisors. Pre-computed one-to-many briefings above are free; interactive 1-on-1 Q&A, custom AI sifting/indicator alerts, and personal ChatGPT/Claude MCP connections require a $9.95/mo Pro account (currently waitlist-only).
INTERACTIVE SCENARIO DECK:
🛡️ Portfolio Crash X-Ray
EXT / AFTER-HRS: $2.58 (-0.66%)🧬 Dilution Drag (+1.64% YoY Shares)⚙️ Cash Engine: 3/20 (E) • 0% FCF Margin
Verify 90D Bucket Audit →
📊 Historical Track Record Warning: Scores below 50 (28/100 · E) historically underperformed SPY in 71% of rolling 90-day windows (-10.0% avg 90D alpha vs SPY • 29.0% hit rate).
Audit Bucket Track Record →
RQD QUANT TACHOMETERRED ALERT • E
025507510028
3-of-3 JEV AI Jury Bearish Warning
Cash
SEC
Whale

Impersonal quantitative research (0–100 RQD rubric) — not individualized investment advice. Past performance does not guarantee future results. Full Disclaimer

5-PILLAR SNOWFLAKE RADARRw E · Rk E
Cash (3)Whales (9)SEC (5)Macro (5)CEO (6)
Each axis scored 0–20
12M PRICE TARGET CONE-13.5% Base Target
$8 Bull$2 Base$2 Bear
📬 FREE BBAI RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for BBAI)Realized 20D OHLCV Swing Band: ±12.5%
Deterministic 5-Pillar Attribution (28/100 Composite)
🔍 WHY BBAI SCORES 28/100 (E) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
▲ #1 Bullish Driver: Whale & Options Positioning+9/20 pts (32% of score)

20D Institutional Volume Accumulation (±12.5% realized swing band)

▲ #2 Bullish Driver: Insider Conviction & Share Dilution+6/20 pts (21% of score)

SEC Form 4 / 13F Thermometer: 30% Net Buy • Dilution Drag (+1.64% YoY Shares)

▼ #1 Drag / Risk Factor: Cash Engine Quality4/20 pts (-16 pt drag)

Capital intensity & 0% operating margin leave 16 pts on the table

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current
Q1 (-3Q)
20
Grade E$2.18+0.5% Next Q
Q2 (-2Q)
23
Grade E$2.19+12.3% Next Q
Q3 (-1Q)
25
Grade E$2.46+5.7% Next Q
Current
28
Grade E$2.60-10% Hist 90D α
Trajectory: E (20) → E (28)Full Audit →
⚔️ ADVERSARIAL OPPOSING CASE & FORENSIC KILL-SWITCH (WHY THE BULL/BEAR THESIS COULD FAIL)CONTRARIAN TURNAROUND & SHORT-SQUEEZE DOSSIER

⚔️ Adversarial Opposing Case: What Could Spark a BBAI Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While BBAI currently carries a cautious 28/100 (E) rating due to Cash Engine Quality (4/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.

🚀 Contrarian Squeeze Trigger #1

Established market leader in Technology with deep daily trading liquidity.

🚀 Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($2.64) and Max Pain ($2.73) forces dealer call-delta covering toward $7.77.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Dilution Drag (+1.64% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $BBAI• $4.8M Crowd Pool • Kalshi / Polymarket Composite
Contract: “BBAI Beats Next Quarterly Revenue & EPS Consensus + Hyperscaler AI CapEx Holds Record Pace”
NEXT EST. WINDOW: Dec 30, 2026 (~57 DAYS)

Historical OHLCV Volatility ±12.5% Swing Band

±$0.33 Expected Swing
$2.27 (-12.5%)Spot $2.60$2.93 (+12.5%)
MODEL EARNINGS SETUP GAUGE

BBAI Quantitative Pre-Earnings Setup: 28/100

Trailing EPS: $-0.61 • YoY Revenue Growth: -19.3%

Model Bullish Setup (28/100)Model Risk Weight (72/100)
Derived deterministically from RQD cash-flow quality, SEC accrual safety, and institutional flow (not a community poll).
LOG YOUR PERSONAL PRE-EARNINGS STANCE (SAVED LOCALLY IN BROWSER):

Recent SEC Reported Revenue, Net Profit & Diluted EPS Cadence

PeriodFiledRevenueNet ProfitFree Cash FlowGross Margin
FY 20252025-12-31$127.7M-$294.0M-$42.5M22.3%
FY 20242024-12-31$158.2M-$296.0M-$38.6M28.6%
FY 20232023-12-31$155.2M-$71.0M-$25.3M22.3%
ON-DEMAND RQD QUANT WORKSHOP • SPONSORED / PARTNER SPOTLIGHTHosted by Perry Belcher & Roarable Forensic Quant Desk

Red-Light Warning Desk: Spotting SEC Cash-Flow & Dilution Risks Before Downgrades (Featuring BBAI)

  • ✓Walkthrough of BBAI's RQD Radar, SEC cash-conversion gap & downside invalidation levels
  • ✓3 asymmetric Bear/Hedge frameworks when 10-year Treasury yields stay elevated
  • ✓Includes nightly RQD rating-change & forensic signal email alerts on your tracked stocks
RQD INSIDER CLUB WAITLIST$49/YR PLANNED
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BBAI // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -37.65%⚡ TESTING RESISTANCE
2026-11-03O $2.67H $2.67L $2.60C $2.60VOL 26.12M
RES: $2.64SUP: $1.82SMA50: $2.64SMA200: $3.55
$5.78$4.78$3.77$2.76$1.76RES $2.64SUP $1.82$2.602026-05-042026-06-182026-08-052026-09-212026-11-03
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

BBAI Dilution Monitor, Expectations Hurdle, Butterfly Connections & Policy Exposure

Share Count & Dilution Monitor (#25)

Multi-year comparable XBRL diluted share count not disclosed (ETF or recent listing).

Reverse-DCF Expectations Hurdle (#30)
16.8%/yr Implied 5Y Growth

vs. -19.3% actual YoY revenue growth (assuming 9.25% cost of equity & 16.5x terminal multiple).

Ellis Vennor Setup Ledger (#33)

No active Ellis Vennor swing setup published on BBAI today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

No direct multi-tier Butterfly edges indexed yet for BBAI. Explore sector supply chains on /butterfly.

AI Analyst Theses, Washington Policy & Company Video
🎬 No recent verified company-specific video clip queued for BBAI today (we never pad ticker pages with unrelated generic clips). Browse Macro Video Desk →
DETERMINISTIC MULTI-FACTOR EQUITY AUDIT • SEC EDGAR XBRL × RQD PEER BENCHMARK

📊 Quantitative Sector Peer Comparison, SEC Filing Delta & Investment FAQ (BBAI)

Technology Rank #617 of 714 ⚔️ GTM vs BBAI Full Matrix →

1. Head-to-Head Technology Peer Comparison (BBAI vs. GTM, RDVT, ALKT, PD)

Industry: Computer Software: Prepackaged Software (222 Tracked Issuers)

Across 714 tracked Technology securities in the Roarable RQD universe, BigBear.ai Inc. (BBAI) ranks #617 by composite RQD confidence (28/100, grade E) and #335 by equity capitalization ($1.25B). Within this direct 5-issuer industry benchmark cohort, PD leads on earnings valuation at 7.9x trailing P/E, while RDVT leads on capital efficiency and profitability with 16.1% ROIC and — gross margin. RDVT currently holds the highest overall quantitative score in the immediate peer group at 68/100 (C+) compared with BBAI at 28/100 (E).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
BBAI ACTIVE
BigBear.ai Inc.
E 28/100 — 22.3% -27.5% -2.62% $1.25B Benchmark Subject
GTM
ZoomInfo Technologies Inc
D+ 52/100 10.5x 84.0% 6.7% -2.68% $1.27B /gtm-vs-bbai →
RDVT
Red Violet Inc.
C+ 68/100 98.2x — 16.1% -0.57% $1.28B /rdvt-vs-bbai →
ALKT
Alkami Technology Inc.
E 31/100 — 57.8% -14.2% -2.28% $1.33B /alkt-vs-bbai →
PD
PagerDuty Inc.
C 63/100 7.9x 84.9% 6.8% -2.53% $1.33B /pd-vs-bbai →

2. Multi-Year SEC XBRL Revenue, Cash Flow & Balance-Sheet Trajectory (FY2023–FY2025)

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001836981

In its most recent audited fiscal period (FY2025, filed 2025-12-31), BigBear.ai Inc. (BBAI) reported GAAP revenue of $127.7M (-19.3% vs. FY2024 revenue of $158.2M , and -17.7% cumulative change since FY2023) , GAAP net income of -$294.0M, operating cash flow of -$42.0M, and free cash flow of -$42.5M (-10.0% YoY). On the balance sheet, BBAI closed FY2025 with $894.5M in total assets against $90.5M in total debt (Altman Z-Score: 0.92, Piotroski F-Score: 4/9).

Fiscal Period Filing Date Revenue Net Income Operating Cash Flow Free Cash Flow Total Assets Total Debt
FY2025 (FY) 2025-12-31 $127.7M -$294.0M -$42.0M -$42.5M $894.5M $90.5M
FY2024 (FY) 2024-12-31 $158.2M -$296.0M -$38.1M -$38.6M $343.8M $135.4M
FY2023 (FY) 2023-12-31 $155.2M -$71.0M -$18.3M -$25.3M $706.9M $165.4M

3. BBAI Data-Verified Investor FAQ (RQD Rating, Sector Peers, SEC Forensics & Technicals)

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

Is BBAI stock a Buy, Hold, or Sell right now according to Roarable's RQD model?

As of 2026-11-03, BigBear.ai Inc. (NYSE: BBAI) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 28/100 at a spot price of $2.60 (-2.62% 1D, market cap $1.25B). Pillar breakdown: Fundamental Cash Engine 3/20, Institutional 13F & Options Flow 9/20, Executive Insider Alignment 5/20, FRED Macro Regime Fit 5/20, and SEC Balance-Sheet Forensics 6/20. Across 714 tracked Technology issuers, BBAI ranks #617 in composite RQD confidence.

How does BBAI compare to GTM and RDVT in the Technology sector?

Within the Technology sector (Computer Software: Prepackaged Software), BBAI carries a Roarable E (28/100 RQD), trailing P/E of N/A, gross margin of 22.3%, and ROIC of -27.5%. By comparison, GTM (ZoomInfo Technologies Inc) holds a D+ grade (52/100 RQD, P/E 10.5x, ROIC 6.7%, cap $1.27B) and RDVT (Red Violet Inc.) posts a C+ grade (68/100 RQD, P/E 98.2x, ROIC 16.1%, cap $1.28B). Among the 5-stock peer group, PD leads on earnings multiple (7.9x) while RDVT leads on capital efficiency (16.1% ROIC).

What are the biggest fundamental strengths and SEC risk factors for BBAI?

Per BBAI's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001836981), BigBear.ai Inc. generated $127.7M in revenue (-19.3% YoY), -$294.0M in net income, and -$42.5M in free cash flow against $894.5M in total assets and $90.5M in total debt. Key quantitative strengths: Established market leader in Technology with deep daily trading liquidity.. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately.. Institutional options positioning shows a 50% call / 50% put premium split.

Where is BBAI trading relative to its 50-day, 200-day, and 52-week technical levels?

BBAI last traded at $2.60 (-2.62% on volume of 26,120,260 shares), positioning the stock -1.52% below its 50-day simple moving average ($2.64) and -26.76% below its 200-day simple moving average ($3.55). Across its 52-week range of $2.07 to $7.40, BBAI sits at the 9.9% percentile with a 14-day RSI of 55.1 (BULLISH MOMENTUM) and an implied next-earnings move of ±12.5% ($2.27 to $2.93).

BBAI Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

When is BBAI's next earnings date?

Based on SEC filing cadence, BigBear.ai Inc. (BBAI)'s next quarterly reporting window is estimated around Dec 30, 2026.

How much is BBAI stock expected to move on earnings?

Volatility modeling currently projects a ±12.5% event move for BBAI, spanning a range between $2.27 and $2.93.

ROARABLE RATING BRIEF • RQD 28/100 (E) ✓ STAGE-C NUMBER FIREWALL VERIFIED

BBAI — BigBear.ai Inc.: What the Facts Mean to a Prospective Investor

Engine: anthropic/claude-haiku-5.5
As of: 2026-11-02T15:29:51Z

Roarable Rating Brief: What This Means to a Prospective Investor

Per the Roarable RQD rating, BBAI scores 28 out of 100, a letter grade of E, with the verdict "Roarable Strong Sell — Forensic Risk / Avoid." The score is built from five pillars, each weighted out of 20. The fundamental cash engine pillar scores 3/20, reflecting ROIC of -27.5% and an FCF yield of -3.3%; for a prospective investor, this is the largest drag, indicating the business is not currently generating returns on capital or free cash flow. The whale 13F flow pillar scores 9/20, described as institutional accumulation and options positioning, a moderate reading that does not offset weak fundamentals. The insider conviction pillar scores 6/20, based on SEC Form 4 and Congressional PTR cluster flow, signaling limited insider confidence signals. The macro regime fit pillar scores 5/20, with a beta of 1.2 and sector sensitivity, meaning the stock tends to move more than the broad market. The forensic balance sheet pillar scores 5/20, citing an Altman Z of 0.92, a Piotroski F of 4/9, and Debt/Equity of 0.15. Taken together, the upside drivers are limited to the institutional and positioning signals, while the valuation tradeoff is that a forward P/E of 23 is being paid for a business reporting negative operating and net margins. Investors evaluating the stock today face a high-risk profile where the rating frames the forensic and cash-generation concerns as dominant.

Business

BigBear.ai Inc. is a NYSE-listed issuer in the Technology sector, operating in the Computer Software: Prepackaged Software industry, per the company profile. The source data does not describe its specific products, customers, or revenue model. Per the SEC financials, the company reported revenue of $127.7M for FY 2025 and $158.2M for FY 2024. Gross margin is reported at 22.3%, while operating and net margins are both reported at -60%.

Financial Trend

PeriodRevenueOperating IncomeNet IncomeEPSFCFCashDebt
FY 2025$127.7M$-213.9M$-294.0MN/A$-42.5M$87.1M$90.5M
FY 2024$158.2M$-133.4M$-296.0MN/A$-38.6M$50.1M$135.4M
FY 2023$155.2M$-39.0M$-71.0MN/A$-25.3MN/A$165.4M

Per the SEC financials, revenue declined from $158.2M in FY 2024 to $127.7M in FY 2025 while operating losses widened from $-133.4M to $-213.9M. Per the Roarable RQD rating, ROIC is -27.5%, and the Altman Z of 0.92 and Piotroski F of 4/9 indicate forensic weakness. Debt/Equity is reported at 0.15, and reported debt fell from $135.4M to $90.5M between FY 2024 and FY 2025 while cash rose from $50.1M to $87.1M.

Recent Catalysts & News Wire Analysis

Per the recent news wire, six items are tagged for BBAI: four are labeled RISK WATCH and two are labeled CATALYST. Risk-watch items include a Yahoo Finance report titled "BigBear.ai (BBAI) Stock Could Be Fully Priced On Current Sales," a TradingView piece on the stock being heavily shorted, a Yahoo Finance item on whether the company will report negative earnings next week, and a TradingView discussion of a discount to industry. Catalyst-tagged items include a Motley Fool report on the stock rising as much as 11.7% in a single session and a Motley Fool market-today piece on shares gaining on $225 Million contract awards. Per the Butterfly Supply-Chain Graph, the supply chain is recorded as NONE, with no butterfly links and no proprietary signals.

Open Questions

  • What specific products and customers generate the revenue decline from $158.2M to $127.7M?
  • What is the trailing P/E and EV/EBITDA, which are not reported in the source data?
  • What is the composition of the $225 Million contract awards referenced in the news wire, and over what period are they recognized?
  • What drove the reported change in cash and debt between FY 2024 and FY 2025?
  • What are the consensus analyst rating and price targets, which are absent from the analyst data?

BBAI Live News Feed, Press Releases & Catalyst Wire

Real-time company headlines, analyst actions, and sector developments for BigBear.ai Inc. (BBAI) • Click "Debate This Headline" to argue it in the Roar Pit below

💬 Jump to BBAI Debate Forum (3) ↓
🔥 THE ROAR PIT • LIVE COMMUNITY DEBATE 3 Active Posts & Replies

BBAI Bull vs. Bear Conversation Board — What's Your Call at $2.60?

🐂 33% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON BBAI 🐻 67% BEARISH CONVICTION
1. Pick Your Side on BBAI:
💡 Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
RO RoarDesk_Moderator Roarable Research Desk 🐻 BEARISH 🎯 Target: $2.35 (-12.0%)
📌 Pinned Debate

🔥 Official Bull vs. Bear Debate: Is BBAI (E • RQD 28/100) a Buy at $2.67?

Welcome to the BBAI (BigBear.ai Inc.) Roar Pit. Current RQD Composite is 28/100 (Roarable Strong Sell — Forensic Risk / Avoid) in Computer Software: Prepackaged Software. Bulls point to operating leverage and sector positioning, while bears focus on macro rate sensitivity and margin execution. Pick your side (🐂 Bull or 🐻 Bear) and drop your price target below.

RI RiskArb_Desk Forensic Accounting Watch 🐻 BEARISH 🎯 Target: $2.14 (-19.9%)
Spot @ $2.67

Pump the brakes on BBAI — check the valuation vs. margin headwinds

Everyone in here is repeating the bull case on BBAI, but look at what you are paying: current EV/EBITDA multiples with 22.3% gross margins. Unless BigBear.ai Inc. expands free cash flow yield next quarter, I would rather wait for a pullback closer to the 200-day moving average before touching this.

TA TapeReader_Pro Verified K Arena Trader 🐂 BULLISH 🎯 Target: $3.28 (+22.8%)
Spot @ $2.67

BBAI cash flow & RQD setup is being underpriced by the Street here

Looking at the 5-pillar RQD breakdown on BBAI, the market is fixating on short-term headline noise in Computer Software: Prepackaged Software and ignoring the balance sheet and cash flow trajectory. At $2.67 (52-wk range $2.07 - $7.40), any beat on forward guidance forces shorts and underweight funds to chase.

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