ZEPP (25) XNDU (44) OMCL (53) SCKT (36) ⌘ Pro Terminal →

One Stop Systems Inc. (OSS) — RQD Stock Rating Cockpit

$5.14 -11.68% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $5.02

One Stop Systems Inc. (OSS) carries a Roarable Rating of D- (Sell) with 42/100 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.

📊 Historical Track Record Warning: Scores below 50 (42/100 · D-) historically underperformed SPY in 71% of rolling 90-day windows →

ROARABLE D- • SELL / AVOID Cap $145.7M

📤 Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card

⚡ INSTANT AI QUANT PREVIEW • $0 FREE TIER Click Any Pre-Computed AI Quant Specialist Briefing on OSS Below — or Connect Your Own ChatGPT / Claude

🤖 Mara Quenwick • AI Quant Lead (Click for Instant Brief) Is OSS stock a Buy, Hold, or Sell right now according to Roarable's RQD model?

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As of 2026-11-02, One Stop Systems Inc. (NASDAQ: OSS) is rated D- (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 42/100 at a spot price of $5.14 (-11.68% 1D, market cap $145.7M). Pillar breakdown: Fundamental Cash Engine 9/20, Institutional 13F & Options Flow 3/20, Executive Insider Alignment 16/20, FRED Macro Regime Fit 5/20, and SEC Balance-Sheet Forensics 9/20. Across 714 tracked Technology issuers, OSS ranks #479 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief

🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does OSS compare to ZEPP and XNDU in the Technology sector?

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Within the Technology sector (Computer Manufacturing), OSS carries a Roarable D- (42/100 RQD), trailing P/E of 28.6x, gross margin of 49.6%, and ROIC of -18.0%. By comparison, ZEPP (Zepp Health Corporation each representing sixteen (Class A)) holds a E grade (25/100 RQD, P/E N/A, ROIC -14.7%, cap $33.0M) and XNDU (Xanadu Quantum Technologies Limited Class B Subordinate Voting Shares) posts a D grade (44/100 RQD, P/E N/A, ROIC —, cap $946.1M). Among the 5-stock peer group, OSS leads on earnings multiple (28.6x) while OMCL leads on capital efficiency (0.4% 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 OSS?

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Per OSS's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001394056), One Stop Systems Inc. generated $32.2M in revenue (+31.2% YoY), $5.1M in net income, and $0 in free cash flow against $52.8M in total assets and $0 in total debt. Key quantitative strengths: Clean SEC annual filing review with no major hidden accounting time-bombs.. 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: $5.02 (-2.29%)🧬 Disciplined Float (-0.40% YoY Shares)⚙️ Cash Engine: 9/20 (D) • 12.7% FCF Margin

Verify 90D Bucket Audit →

📊 Historical Track Record Warning: Scores below 50 (42/100 · D-) historically underperformed SPY in 71% of rolling 90-day windows (-7.0% avg 90D alpha vs SPY • 29.0% hit rate).

Audit Bucket Track Record →

RQD QUANT TACHOMETERSELL / AVOID • D-

2-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 D- · Rk D+

Each axis scored 0–20

12M PRICE TARGET CONE-7.2% Base Target

WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for OSS)Realized 20D OHLCV Swing Band: ±12.5%

Deterministic 5-Pillar Attribution (42/100 Composite)

🔍 WHY OSS SCORES 42/100 (D-) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag

▲ #1 Bullish Driver: SEC 10-K Forensic Risk+16/20 pts (38% of score)

Altman Z-Score 13.81 (FORTRESS SAFE (>3.0)) • Piotroski F-Score 5/9

▲ #2 Bullish Driver: Cash Engine Quality+9/20 pts (21% of score)

SEC XBRL FY 2025 (10-K): 12.7% FCF Margin ($4.1M FCF) & 49.6% Gross Margin

▼ #1 Drag / Risk Factor: Whale & Options Positioning4/20 pts (-16 pt drag)

Put hedging (50% put share) caps near-term gamma upside (-16 pts vs max)

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current

Q1 (-3Q)

Grade C-$7.30-16.7% Next Q

Q2 (-2Q)

Grade D$6.08-1.6% Next Q

Q3 (-1Q)

Grade D$5.98-14% Next Q

Current

Grade D-$5.14-7% Hist 90D α

Trajectory: C- (50) → D- (42)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 OSS Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While OSS currently carries a cautious 42/100 (D-) rating due to Whale & Options Positioning (4/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.

🚀 Contrarian Squeeze Trigger #1

Clean SEC annual filing review with no major hidden accounting time-bombs.

🚀 Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($8.32) and Max Pain ($5.40) forces dealer call-delta covering toward $21.92.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Disciplined Float (-0.40% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $OSS• $4.8M Crowd Pool • Kalshi / Polymarket Composite

Contract: “OSS Beats Next Quarterly Revenue & EPS Consensus + Hyperscaler AI CapEx Holds Record Pace”

YES 42%NO 58%Trade / Inspect Odds →

RSI-14 MOMENTUMNEUTRAL RANGE

36.830 Oversold · 70 Hot

ALTMAN-Z SHIELDFORTRESS SAFE (>3.0)

13.81>3.0 Fortress Safe

PIOTROSKI F-SCORESOLID CORE (5–6)

5 / 99-Pt Accounting

52-WEEK LASER RANGE6% OF RANGE

L: $4$5.14H: $21

1. Money & Cash Health● WEAK

Are profits real cash in the bank?

Weak cash conversion or heavy valuation strain compared to actual cash earned.

Factor Grade: DRQD 9 / 20

2. Big Money & Insiders● TRIMMING

Are whales & executives buying or selling?

Insiders and big institutional desks have been trimming shares rather than stepping up to buy.

Factor Grade: ERQD 12 / 40

3. Hidden Risks & Market Weather● WARNING

SEC fine-print scan & interest-rate fit

High sensitivity to tight interest rates or new risk warnings added to recent SEC annual filings.

Factor Grade: D+RQD 21 / 40

MULTI-MODEL JEV QUANT JURY DELIBERATION

2-of-3 JEV AI Jury Bearish Warning on OSS

Cash & Moat Bull AI

ROIC & Free Cash Flow Model

BEARISH (45)

-18.0% ROIC with 49.6% gross margin and 2.80% FCF yield.

SEC Forensic Auditor AI

10-K Accruals & Altman-Z Guard

BULLISH (80)

Altman-Z 13.81 and Piotroski 5/9 pass balance-sheet audit.

Whale & Macro Hawk AI

Options Skew, 13F & Fed NetLiq

BEARISH (28)

12/40 institutional & smart-money positioning score with 5/20 macro alignment.

Bull Case: Why Buyers Like OSS

✓Clean SEC annual filing review with no major hidden accounting time-bombs.

Bear Case: What Could Go Wrong

!Company executives have done more routine share selling than personal cash buying lately.
!Sensitive to high interest rates and tighter Federal Reserve market liquidity.

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 OSS)

✓Walkthrough of OSS'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

Want Custom AI PineScript / Python Indicators & Priority Rating-Change Alerts?

Join Founding VIP Waitlist (No Card Required) →$100K Arena

OSS // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -47.34%▼ DESCENDING CHANNEL

2026-11-02O $6.25H $6.25L $5.14C $5.14VOL 2.80M

RES: $6.70SUP: $3.23SMA50: $8.32SMA200: $11.24

PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

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

🦋 OSS Butterfly Map → + Track OSS →

Share Count & Dilution Monitor (#25)

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

Reverse-DCF Expectations Hurdle (#30)

22.0%/yr Implied 5Y Growth

vs. +31.2% 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 OSS today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

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

AI Analyst Theses, Washington Policy & Company Video

🎬 No recent verified company-specific video clip queued for OSS 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 (OSS)

Technology Rank #479 of 714 ⚔️ ZEPP vs OSS Full Matrix →

1. Head-to-Head Technology Peer Comparison (OSS vs. ZEPP, XNDU, OMCL, SCKT)

Industry: Computer Manufacturing (9 Tracked Issuers)

Across 714 tracked Technology securities in the Roarable RQD universe, One Stop Systems Inc. (OSS) ranks #479 by composite RQD confidence (42/100, grade D-) and #504 by equity capitalization ($145.7M). Within this direct 5-issuer industry benchmark cohort, OSS leads on earnings valuation at 28.6x trailing P/E, while OMCL leads on capital efficiency and profitability with 0.4% ROIC and 42.5% gross margin. OMCL currently holds the highest overall quantitative score in the immediate peer group at 53/100 (D+) compared with OSS at 42/100 (D-).

Ticker / Company	Roarable Grade	RQD Score	Trailing P/E	Gross Margin	ROIC	1D Change	Market Cap	Head-to-Head
OSS ACTIVE One Stop Systems Inc.	D-	42/100	28.6x	49.6%	-18.0%	-11.68%	$145.7M	Benchmark Subject
ZEPP Zepp Health Corporation each representing sixteen (Class A)	E	25/100	—	38.3%	-14.7%	-2.22%	$33.0M	/zepp-vs-oss →
XNDU Xanadu Quantum Technologies Limited Class B Subordinate Voting Shares	D	44/100	—	—	—	-7.07%	$946.1M	/xndu-vs-oss →
OMCL Omnicell Inc. ($0.001 par value)	D+	53/100	—	42.5%	0.4%	-0.62%	$1.68B	/omcl-vs-oss →
SCKT Socket Mobile Inc.	D-	36/100	—	49.7%	-35.0%	-7.82%	$3.0M	/sckt-vs-oss →

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

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001394056

In its most recent audited fiscal period (FY2025, filed 2025-12-31), One Stop Systems Inc. (OSS) reported GAAP revenue of $32.2M (+31.2% vs. FY2024 revenue of $24.6M , and -47.1% cumulative change since FY2023) , GAAP net income of $5.1M, operating cash flow of $0, and free cash flow of $0 . On the balance sheet, OSS closed FY2025 with $52.8M in total assets against $0 in total debt (Altman Z-Score: 13.81, Piotroski F-Score: 5/9).

Fiscal Period	Filing Date	Revenue	Net Income	Operating Cash Flow	Free Cash Flow	Total Assets	Total Debt
FY2025 (FY)	2025-12-31	$32.2M	$5.1M	—	—	$52.8M	—
FY2024 (FY)	2024-12-31	$24.6M	-$13.6M	-$108.1K	-$336.4K	$36.9M	—
FY2023 (FY)	2023-12-31	$60.9M	-$5.1M	-$439.7K	-$439.7K	—	—

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

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

How does OSS compare to ZEPP and XNDU in the Technology sector?

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

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

OSS last traded at $5.14 (-11.68% on volume of 2,514,822 shares), positioning the stock -38.22% below its 50-day simple moving average ($8.32) and -54.27% below its 200-day simple moving average ($11.24). Across its 52-week range of $4.17 to $20.88, OSS sits at the 5.8% percentile with a 14-day RSI of 36.8 (NEUTRAL RANGE) and an implied next-earnings move of ±12.5% ($4.50 to $5.78).

OSS Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

Should I buy, hold, or sell OSS stock right now?

One Stop Systems Inc. (OSS) currently earns a Roarable Rating of D- (Sell — SELL) with 42/100 RQD Confidence. Stretched risk/reward at 29x P/E (-18% return on capital) under elevated 10-year interest-rate pressure.

What is OSS's 12-month price target and RQD AI Jury consensus?

OSS's 12-month base price target is $4.77 (range $3.72 to $21.92), backed by transparent SEC XBRL cash-flow, Form 4 insider, and CBOE options flow analysis.

Direct Sub-Reports: OSS RQD Cockpit OSS 12M Forecast OSS Earnings & Move OSS Dividends & DRIP OSS Insiders & 13F OSS Whale Options OSS Profit Sankey OSS News & Why

ROARABLE RATING BRIEF • RQD 42/100 (D-) ✓ STAGE-C NUMBER FIREWALL VERIFIED

OSS — One Stop Systems Inc.: What the Facts Mean to a Prospective Investor

Engine: anthropic/claude-haiku-5.5

As of: 2026-11-02T15:42:43Z

Roarable Rating Brief: What This Means to a Prospective Investor

Per the Roarable RQD rating, OSS scores 42 out of 100, grade D-, with the verdict "Roarable Sell — Vulnerable Balance Sheet & Flow." The five pillars are:

Fundamental Cash Engine: 9 / 20. The rating cites ROIC of -18% and an FCF yield of 0%. This pillar is weak because the company is not currently generating a return on invested capital or free cash flow to shareholders.
Whale / 13F Flow: 3 / 20. Institutional accumulation and options positioning scored lowest of the five pillars, indicating limited evidence of large-holder conviction in the source data.
Insider Conviction: 9 / 20. SEC Form 4 and Congressional PTR cluster flow scored weakly, so insider activity offers little support for the thesis.
Macro Regime Fit: 5 / 20. Beta of 1.0 and sector sensitivity were scored as a poor fit for the current regime.
Forensic Balance Sheet: 16 / 20. This is the strongest pillar, citing Altman Z 13.81, Piotroski F 5/9, and Debt/Equity 0.5. The balance sheet is the one area where the rating finds relative resilience.

For a prospective investor, the investor implication is a trade-off. The forensic balance sheet offers a degree of solvency comfort, but operating losses, negative ROIC, zero FCF yield, and weak flow and insider signals mean the rating currently points to downside risk rather than a clear upside driver. Valuation is also stretched relative to earnings quality: the stock carries a P/E (TTM) of 28.6 against EPS (TTM) of 0.2 while the operating margin is -10.5%, so reported profitability is not translating into operating cash generation. Any upside case would depend on operating turnaround evidence that the source data does not yet show.

Recent Catalysts & News Wire Analysis

Per the recent news and catalysts feed:

Catalyst (GREEN): A report on a revenue beat and raised 2026 growth outlook.
Risk Watch (RED): Two items flag that Q3 results deepened loss concerns, and a separate item covers stock slides following results.
Market Wire (YELLOW): Three items cover general market action and earnings call commentary.
Market Wire (YELLOW): A MarketBeat item references an average target price of $13.00.

Per the Butterfly Supply-Chain Graph, no supply-chain links or proprietary signals are recorded for OSS; the sector is Technology, the industry is Computer Manufacturing, and the supply chain is listed as NONE.

Open Questions

What drives the gap between the FY 2025 net income of $5.1M and the negative operating income of $-3.4M, and is that gain recurring?
What are OSS's debt levels in dollar terms, given that the Debt field is N/A in every period?
Why is FCF reported as N/A for FY 2025 and FY 2025 EPS as N/A, and what does current free cash flow generation look like?
What specific products, customers, and end markets generate the $32.2M of FY 2025 revenue?
Which institutional, insider, and analyst signals underlie the low flow and insider pillar scores?

OSS Live News Feed, Press Releases & Catalyst Wire

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

💬 Jump to OSS Debate Forum (3) ↓

🟡 MARKET WIRE Yahoo! Finance Canada • 4h ago

One Stop Systems, Inc. (OSS) Stock Price, News, Quote & History

Yahoo! Finance Canada report covering One Stop Systems Inc. (OSS) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🔴 RISK WATCH Yahoo Finance • 7h ago

One Stop Systems (OSS) Stock Slides As Q3 Results Deepen Loss Concerns

Yahoo Finance report covering One Stop Systems Inc. (OSS) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🟢 CATALYST ChartMill • 10h ago

One Stop Systems (NASDAQ:OSS) Revenue Beat and Raised 2026 Growth Outlook

ChartMill report covering One Stop Systems Inc. (OSS) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🟡 MARKET WIRE TradingView • 13h ago

What One Stop Systems (OSS) Said on Its Q3 Earnings Call

TradingView report covering One Stop Systems Inc. (OSS) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🔴 RISK WATCH Stock Titan • 16h ago

One rugged computer can consolidate missions that took four or five systems

Stock Titan report covering One Stop Systems Inc. (OSS) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🟡 MARKET WIRE MarketBeat • 19h ago

One Stop Systems, Inc. (NASDAQ:OSS) Stock Has Average Target Price of $13.00 According to Analysts

MarketBeat report covering One Stop Systems Inc. (OSS) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🔴 RISK WATCH Yahoo Finance • 22h ago

One Stop Systems (OSS) Stock Sees Fair Value Cut As Analysts Lower Valuation Multiples

Yahoo Finance report covering One Stop Systems Inc. (OSS) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🔴 RISK WATCH Simply Wall St • 1d ago

One Stop Systems (OSS) Stock Drops As Q3 Results Expose Margin Strain

Simply Wall St report covering One Stop Systems Inc. (OSS) market action, institutional positioning, and fundamental catalysts.

Read Full Source ↗

🔥 THE ROAR PIT • LIVE COMMUNITY DEBATE 3 Active Posts & Replies

OSS Bull vs. Bear Conversation Board — What's Your Call at $5.14?

🐂 33% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON OSS 🐻 67% BEARISH CONVICTION

RO RoarDesk_Moderator Roarable Research Desk 🐻 BEARISH 🎯 Target: $5.12 (-12.0%)

📌 Pinned Debate

🔥 Official Bull vs. Bear Debate: Is OSS (D- • RQD 42/100) a Buy at $5.82?

Welcome to the OSS (One Stop Systems Inc.) Roar Pit. Current RQD Composite is 42/100 (Roarable Sell — Vulnerable Balance Sheet & Flow) in Computer Manufacturing. 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.

FO ForensicBear Forensic Accounting Watch 🐻 BEARISH 🎯 Target: $4.71 (-19.1%)

Spot @ $5.82

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

Everyone in here is repeating the bull case on OSS, but look at what you are paying: 28.6x trailing P/E with 49.6% gross margins. Unless One Stop Systems 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.

DE DeltaGamma_99 Verified K Arena Trader 🐂 BULLISH 🎯 Target: $7.39 (+27.0%)

Spot @ $5.82

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

Looking at the 5-pillar RQD breakdown on OSS, the market is fixating on short-term headline noise in Computer Manufacturing and ignoring the balance sheet and cash flow trajectory. At $5.82 (52-wk range $4.17 - $20.88), any beat on forward guidance forces shorts and underweight funds to chase.