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Ranger Energy Services Inc. (Class A) (RNGR) — RQD Stock Rating Cockpit

$15.24 -0.65% NYSE • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $15.19

Ranger Energy Services Inc. (Class A) (RNGR) carries a Roarable Rating of D+ (Sell) with 53/100 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: Scores of 53/100 (D+) historically posted market-perform odds over rolling 90-day windows (-0.9% avg 90D alpha vs SPY) →

ROARABLE D+ • SELL / AVOID Cap $361.3M

📤 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 RNGR Below — or Connect Your Own ChatGPT / Claude

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

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As of 2026-11-02, Ranger Energy Services Inc. (Class A) (NYSE: RNGR) is rated D+ (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 53/100 at a spot price of $15.24 (-0.65% 1D, market cap $361.3M). Pillar breakdown: Fundamental Cash Engine 12/20, Institutional 13F & Options Flow 7/20, Executive Insider Alignment 13/20, FRED Macro Regime Fit 7/20, and SEC Balance-Sheet Forensics 14/20. Across 211 tracked Energy issuers, RNGR ranks #125 in composite RQD confidence.

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

🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does RNGR compare to NOA and NGS in the Energy sector?

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Within the Energy sector (Oilfield Services/Equipment), RNGR carries a Roarable D+ (53/100 RQD), trailing P/E of 29.4x, gross margin of —, and ROIC of 4.2%. By comparison, NOA (North American Construction Group Ltd. (no par)) holds a D grade (49/100 RQD, P/E N/A, ROIC —, cap $347.5M) and NGS (Natural Gas Services Group Inc.) posts a E grade (33/100 RQD, P/E 21.3x, ROIC 10.7%, cap $424.1M). Among the 5-stock peer group, CLB leads on earnings multiple (16.1x) while CLB leads on capital efficiency (12.6% 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 RNGR?

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Per RNGR's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001699039), Ranger Energy Services Inc. (Class A) generated $546.9M in revenue (-4.2% YoY), $12.3M in net income, and $42.9M in free cash flow against $419.3M in total assets and $0 in total debt. Key quantitative strengths: Company leadership has skin in the game with net positive insider conviction.. Primary risk factors monitored: Sensitive to high interest rates and tighter Federal Reserve market liquidity.. 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: $15.19 (-0.31%)🧬 Cannibal Buyback (-1.80% YoY Shares)⚙️ Cash Engine: 12/20 (C-) • 7.8% FCF Margin

Verify 90D Bucket Audit →

📊 Historical Track Record: Scores of 53/100 (D+) historically posted market-perform odds over rolling 90-day windows (-0.9% avg 90D alpha vs SPY • 50.6% hit rate — wait for RQD ≥ 70 breakout).

Audit Bucket Track Record →

RQD QUANT TACHOMETERSELL / AVOID • D+

JEV AI Jury Split (Battleground)

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-2.2% Base Target

WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for RNGR)Realized 20D OHLCV Swing Band: ±7.3%

Deterministic 5-Pillar Attribution (53/100 Composite)

🔍 WHY RNGR SCORES 53/100 (D+) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag

▲ #1 Bullish Driver: Insider Conviction & Share Dilution+14/20 pts (26% of score)

SEC Form 4 / 13F Thermometer: 70% Net Buy • Cannibal Buyback (-1.80% YoY Shares)

▲ #2 Bullish Driver: SEC 10-K Forensic Risk+13/20 pts (25% of score)

Altman Z-Score 3.56 (FORTRESS SAFE (>3.0)) • Piotroski F-Score 5/9

▼ #1 Drag / Risk Factor: Macro Regime Fit7/20 pts (-13 pt drag)

Macro rate sensitivity & RSI-14 (50.1) create a -13 pt regime headwind

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

Q1 (-3Q)

Grade C$15.31-2.7% Next Q

Q2 (-2Q)

Grade C$14.89-1.1% Next Q

Q3 (-1Q)

Grade C$14.72+3.5% Next Q

Current

Grade D+$15.24-0.9% Hist 90D α

Trajectory: C (61) → D+ (53)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 RNGR Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While RNGR currently carries a cautious 53/100 (D+) rating due to Macro Regime Fit (7/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.

🚀 Contrarian Squeeze Trigger #1

Company leadership has skin in the game with net positive insider conviction.

🚀 Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($15.75) and Max Pain ($16.00) forces dealer call-delta covering toward $19.76.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Cannibal Buyback (-1.80% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

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

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

YES 53%NO 47%Trade / Inspect Odds →

RSI-14 MOMENTUMNEUTRAL RANGE

50.130 Oversold · 70 Hot

ALTMAN-Z SHIELDFORTRESS SAFE (>3.0)

3.56>3.0 Fortress Safe

PIOTROSKI F-SCORESOLID CORE (5–6)

5 / 99-Pt Accounting

52-WEEK LASER RANGE48% OF RANGE

L: $12$15.24H: $19

1. Money & Cash Health● MIXED

Are profits real cash in the bank?

Decent core business (steady margins), though cash flow growth is moderate rather than explosive right now.

Factor Grade: C-RQD 12 / 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: D+RQD 21 / 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 20 / 40

MULTI-MODEL JEV QUANT JURY DELIBERATION

JEV AI Jury Split (Battleground) on RNGR

Cash & Moat Bull AI

ROIC & Free Cash Flow Model

NEUTRAL (60)

4.2% ROIC with 42.0% gross margin and 11.87% FCF yield.

SEC Forensic Auditor AI

10-K Accruals & Altman-Z Guard

NEUTRAL (65)

Altman-Z 3.56 and Piotroski 5/9 pass balance-sheet audit.

Whale & Macro Hawk AI

Options Skew, 13F & Fed NetLiq

BEARISH (47)

21/40 institutional & smart-money positioning score with 7/20 macro alignment.

Bull Case: Why Buyers Like RNGR

✓Company leadership has skin in the game with net positive insider conviction.

Bear Case: What Could Go Wrong

!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 RNGR)

✓Walkthrough of RNGR'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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RNGR // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -10.67%📐 HORIZONTAL RANGE

2026-11-02O $15.34H $15.34L $15.24C $15.24VOL 139.5K

RES: $18.78SUP: $13.74SMA50: $15.75SMA200: $16.23

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

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

🦋 RNGR Butterfly Map → + Track RNGR →

Share Count & Dilution Monitor (#25)

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

Reverse-DCF Expectations Hurdle (#30)

22.6%/yr Implied 5Y Growth

vs. -4.2% 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 RNGR today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

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

AI Analyst Theses, Washington Policy & Company Video

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

Energy Rank #125 of 211 ⚔️ NOA vs RNGR Full Matrix →

1. Head-to-Head Energy Peer Comparison (RNGR vs. NOA, NGS, CLB, ACDC)

Industry: Oilfield Services/Equipment (20 Tracked Issuers)

Across 211 tracked Energy securities in the Roarable RQD universe, Ranger Energy Services Inc. (Class A) (RNGR) ranks #125 by composite RQD confidence (53/100, grade D+) and #159 by equity capitalization ($361.3M). Within this direct 5-issuer industry benchmark cohort, CLB leads on earnings valuation at 16.1x trailing P/E, while CLB leads on capital efficiency and profitability with 12.6% ROIC and 20.7% gross margin. CLB currently holds the highest overall quantitative score in the immediate peer group at 58/100 (D+) compared with RNGR at 53/100 (D+).

Ticker / Company	Roarable Grade	RQD Score	Trailing P/E	Gross Margin	ROIC	1D Change	Market Cap	Head-to-Head
RNGR ACTIVE Ranger Energy Services Inc. (Class A)	D+	53/100	29.4x	—	4.2%	-0.65%	$361.3M	Benchmark Subject
NOA North American Construction Group Ltd. (no par)	D	49/100	—	—	—	-0.95%	$347.5M	/noa-vs-rngr →
NGS Natural Gas Services Group Inc.	E	33/100	21.3x	—	10.7%	+0.15%	$424.1M	/ngs-vs-rngr →
CLB Core Laboratories Inc.	D+	58/100	16.1x	20.7%	12.6%	-0.86%	$477.2M	/clb-vs-rngr →
ACDC ProFrac Holding Corp. (Class A)	E	33/100	—	—	-11.4%	-2.81%	$883.3M	/acdc-vs-rngr →

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

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001699039

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Ranger Energy Services Inc. (Class A) (RNGR) reported GAAP revenue of $546.9M (-4.2% vs. FY2024 revenue of $571.1M , and -14.1% cumulative change since FY2023) , GAAP net income of $12.3M, operating cash flow of $69.0M, and free cash flow of $42.9M (-14.9% YoY). On the balance sheet, RNGR closed FY2025 with $419.3M in total assets against $0 in total debt (Altman Z-Score: 3.56, 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	$546.9M	$12.3M	$69.0M	$42.9M	$419.3M	—
FY2024 (FY)	2024-12-31	$571.1M	$18.4M	$84.5M	$50.4M	$381.6M	$0
FY2023 (FY)	2023-12-31	$636.6M	$23.8M	$90.8M	$90.8M	—	—

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

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

How does RNGR compare to NOA and NGS in the Energy sector?

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

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

RNGR last traded at $15.24 (-0.65% on volume of 139,489 shares), positioning the stock -3.24% below its 50-day simple moving average ($15.75) and -6.10% below its 200-day simple moving average ($16.23). Across its 52-week range of $11.88 to $18.82, RNGR sits at the 48.4% percentile with a 14-day RSI of 50.1 (NEUTRAL RANGE) and an implied next-earnings move of ±7.3% ($14.13 to $16.35).

RNGR Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS • SEC EDGAR × CBOE × FRED

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

Ranger Energy Services Inc. (Class A) (RNGR) currently earns a Roarable Rating of D+ (Sell — SELL) with 53/100 RQD Confidence. Stretched risk/reward at 29x P/E (4% return on capital) under elevated 10-year interest-rate pressure.

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

RNGR's 12-month base price target is $14.9 (range $11.62 to $19.76), backed by transparent SEC XBRL cash-flow, Form 4 insider, and CBOE options flow analysis.

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