Stock Ratings / Consumer Discretionary / OCG

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Oriental Culture Holding LTD (OCG) — RQD Stock Rating Cockpit

$1.63 +1.88% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $1.63

Oriental Culture Holding LTD (OCG) 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 $3.2M

📤 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 OCG Below — or Connect Your Own ChatGPT / Claude

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

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As of 2026-11-02, Oriental Culture Holding LTD (NASDAQ: OCG) 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 $1.63 (+1.88% 1D, market cap $3.2M). Pillar breakdown: Fundamental Cash Engine 11/20, Institutional 13F & Options Flow 6/20, Executive Insider Alignment 10/20, FRED Macro Regime Fit 8/20, and SEC Balance-Sheet Forensics 7/20. Across 1011 tracked Consumer Discretionary issuers, OCG ranks #719 in composite RQD confidence.

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

🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does OCG compare to MRM and EJH in the Consumer Discretionary sector?

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Within the Consumer Discretionary sector (Other Consumer Services), OCG carries a Roarable D- (42/100 RQD), trailing P/E of N/A, gross margin of 85.7%, and ROIC of -9.4%. By comparison, MRM (MEDIROM Healthcare Technologies Inc.) holds a D grade (51/100 RQD, P/E N/A, ROIC —, cap $2.7M) and EJH (E-Home Household Service Holdings Limited) posts a D- grade (35/100 RQD, P/E N/A, ROIC —, cap $4.2M). Among the 5-stock peer group, OCG leads on earnings multiple (N/A) while OCG leads on capital efficiency (-9.4% 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 OCG?

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Per OCG's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001776067), Oriental Culture Holding LTD generated $1.9M in revenue (+203.3% YoY), -$3.9M in net income, and $77.1K in free cash flow against $66.5M in total assets and $0 in total debt. Key quantitative strengths: Established market leader in Consumer Discretionary 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: $1.63 (+0.15%)🧬 Disciplined Float (+0.16% YoY Shares)⚙️ Cash Engine: 11/20 (D+) • 4.1% 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-7.4% Base Target

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

Deterministic 5-Pillar Attribution (42/100 Composite)

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

▲ #1 Bullish Driver: Cash Engine Quality+11/20 pts (26% of score)

SEC XBRL FY 2025 (10-K): 4.1% FCF Margin ($77.1K FCF) & 85.7% Gross Margin

▲ #2 Bullish Driver: SEC 10-K Forensic Risk+10/20 pts (24% of score)

Altman Z-Score 2.22 (WATCH ZONE (1.8–3.0)) • Piotroski F-Score 6/9

▼ #1 Drag / Risk Factor: Whale & Options Positioning6/20 pts (-14 pt drag)

Put hedging (50% put share) caps near-term gamma upside (-14 pts vs max)

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

Q1 (-3Q)

Grade E$1.63-4.9% Next Q

Q2 (-2Q)

Grade E$1.55+1.9% Next Q

Q3 (-1Q)

Grade E$1.58+3.2% Next Q

Current

Grade D-$1.63-7% Hist 90D α

Trajectory: E (34) → 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 OCG Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While OCG currently carries a cautious 42/100 (D-) rating due to Whale & Options Positioning (6/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.

🚀 Contrarian Squeeze Trigger #1

Established market leader in Consumer Discretionary with deep daily trading liquidity.

🚀 Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($1.60) and Max Pain ($1.71) forces dealer call-delta covering toward $13,367.97.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Disciplined Float (+0.16% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $OCG• $2.4M Crowd Pool • Kalshi / Polymarket Composite

Contract: “OCG Beats Next Quarter EPS Consensus (Dec 30, 2026) & Holds Above 200D SMA”

YES 42%NO 58%Trade / Inspect Odds →

RSI-14 MOMENTUMNEUTRAL RANGE

52.130 Oversold · 70 Hot

ALTMAN-Z SHIELDWATCH ZONE (1.8–3.0)

2.22>3.0 Fortress Safe

PIOTROSKI F-SCORESOLID CORE (5–6)

6 / 99-Pt Accounting

52-WEEK LASER RANGE2% OF RANGE

L: $1$1.63H: $12,731

1. Money & Cash Health● MIXED

Are profits real cash in the bank?

Decent core business (86% profit margin), though cash flow growth is moderate rather than explosive right now.

Factor Grade: D+RQD 11 / 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 13 / 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: DRQD 18 / 40

MULTI-MODEL JEV QUANT JURY DELIBERATION

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

Cash & Moat Bull AI

ROIC & Free Cash Flow Model

NEUTRAL (55)

-9.4% ROIC with 85.7% gross margin and 2.44% FCF yield.

SEC Forensic Auditor AI

10-K Accruals & Altman-Z Guard

BEARISH (50)

Altman-Z 2.22 and Piotroski 6/9 pass balance-sheet audit.

Whale & Macro Hawk AI

Options Skew, 13F & Fed NetLiq

BEARISH (35)

13/40 institutional & smart-money positioning score with 8/20 macro alignment.

Bull Case: Why Buyers Like OCG

✓Established market leader in Consumer Discretionary with deep daily trading liquidity.

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.
!Recent SEC filings added new risk-factor disclosures that warrant keeping an eye on margins.

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 OCG)

✓Walkthrough of OCG'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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OCG // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -1.21%▲ ASCENDING CHANNEL

2026-11-02O $1.60H $1.63L $1.60C $1.63VOL 34.3K

RES: $2.02SUP: $1.44SMA50: $1.60SMA200: $2.08

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

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

🦋 OCG Butterfly Map → + Track OCG →

Share Count & Dilution Monitor (#25)

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

Reverse-DCF Expectations Hurdle (#30)

8.0%/yr Implied 5Y Growth

vs. +180.0% 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 OCG today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

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

AI Analyst Theses, Washington Policy & Company Video

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

Consumer Discretionary Rank #719 of 1011 ⚔️ MRM vs OCG Full Matrix →

1. Head-to-Head Consumer Discretionary Peer Comparison (OCG vs. MRM, EJH, PMAX, JWEL)

Industry: Other Consumer Services (73 Tracked Issuers)

Across 1011 tracked Consumer Discretionary securities in the Roarable RQD universe, Oriental Culture Holding LTD (OCG) ranks #719 by composite RQD confidence (42/100, grade D-) and #984 by equity capitalization ($3.2M). Within this direct 5-issuer industry benchmark cohort, OCG leads on earnings valuation at N/A trailing P/E, while OCG leads on capital efficiency and profitability with -9.4% ROIC and 85.7% gross margin. MRM currently holds the highest overall quantitative score in the immediate peer group at 51/100 (D) compared with OCG at 42/100 (D-).

Ticker / Company	Roarable Grade	RQD Score	Trailing P/E	Gross Margin	ROIC	1D Change	Market Cap	Head-to-Head
OCG ACTIVE Oriental Culture Holding LTD	D-	42/100	—	85.7%	-9.4%	+1.88%	$3.2M	Benchmark Subject
MRM MEDIROM Healthcare Technologies Inc.	D	51/100	—	—	—	-3.24%	$2.7M	/mrm-vs-ocg →
EJH E-Home Household Service Holdings Limited	D-	35/100	—	22.4%	—	-3.65%	$4.2M	/ejh-vs-ocg →
PMAX Powell Max Limited (Class A)	D	49/100	—	—	—	-0.31%	$2.1M	/pmax-vs-ocg →
JWEL Jowell Global Ltd.	D-	40/100	—	—	-35.0%	+1.90%	$5.1M	/jwel-vs-ocg →

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

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001776067

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Oriental Culture Holding LTD (OCG) reported GAAP revenue of $1.9M (+203.3% vs. FY2024 revenue of $622.7K , and +19.5% cumulative change since FY2023) , GAAP net income of -$3.9M, operating cash flow of $77.1K, and free cash flow of $77.1K (+101.9% YoY). On the balance sheet, OCG closed FY2025 with $66.5M in total assets against $0 in total debt (Altman Z-Score: 2.22, Piotroski F-Score: 6/9).

Fiscal Period	Filing Date	Revenue	Net Income	Operating Cash Flow	Free Cash Flow	Total Assets	Total Debt
FY2025 (FY)	2025-12-31	$1.9M	-$3.9M	$77.1K	$77.1K	$66.5M	—
FY2024 (FY)	2024-12-31	$622.7K	-$2.4M	-$4.0M	-$4.1M	$53.0M	—
FY2023 (FY)	2023-12-31	$1.6M	-$3.6M	$3.6M	$3.6M	—	—

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

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

How does OCG compare to MRM and EJH in the Consumer Discretionary sector?

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

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

OCG last traded at $1.63 (+1.88% on volume of 34,310 shares), positioning the stock +1.87% above its 50-day simple moving average ($1.60) and -21.63% below its 200-day simple moving average ($2.08). Across its 52-week range of $1.37 to $12,731.40, OCG sits at the 0.0% percentile with a 14-day RSI of 52.1 (NEUTRAL RANGE) and an implied next-earnings move of ±12.5% ($1.43 to $1.83).

OCG Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

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

Oriental Culture Holding LTD (OCG) currently earns a Roarable Rating of D- (Sell — SELL) with 42/100 RQD Confidence. Stretched risk/reward at current multiples (-9% return on capital) under elevated 10-year interest-rate pressure.

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

OCG's 12-month base price target is $1.51 (range $1.18 to $13367.97), backed by transparent SEC XBRL cash-flow, Form 4 insider, and CBOE options flow analysis.

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