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Stock Ratings / Industrials / MASS / options
FAC (32) SLDP (25) NRGV (24) NNBR (29) ⌘ Pro Terminal β†’

908 Devices Inc. (MASS) Options Positioning, Max Pain & Unusual Sweeps

$11.25 -12.45% NASDAQ β€’ Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $10.98

908 Devices Inc. (MASS) carries a Roarable Rating of D (Sell) with 46/100 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.

πŸ“Š Historical Track Record Warning: Scores below 50 (46/100 Β· D) historically underperformed SPY in 71% of rolling 90-day windows β†’
ROARABLE D β€’ SELL / AVOID Cap $465.0M
πŸ“€ Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card
⚑ INSTANT AI QUANT PREVIEW β€’ $0 FREE TIER Click Any Pre-Computed AI Quant Specialist Briefing on MASS Below β€” or Connect Your Own ChatGPT / Claude
πŸ€– Mara Quenwick β€’ AI Quant Lead (Click for Instant Brief) Is MASS stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
β–Ό

As of 2026-11-03, 908 Devices Inc. (NASDAQ: MASS) is rated D (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 46/100 at a spot price of $11.25 (-12.45% 1D, market cap $465.0M). Pillar breakdown: Fundamental Cash Engine 5/20, Institutional 13F & Options Flow 11/20, Executive Insider Alignment 16/20, FRED Macro Regime Fit 8/20, and SEC Balance-Sheet Forensics 6/20. Across 485 tracked Industrials issuers, MASS ranks #270 in composite RQD confidence.

βœ“ Pre-computed one-to-many AI Quant brief
πŸ€– Ellis Vennor β€’ AI Peer & Flow Quant (Click for Instant Brief) How does MASS compare to FAC and SLDP in the Industrials sector?
β–Ό

Within the Industrials sector (Industrial Machinery/Components), MASS carries a Roarable D (46/100 RQD), trailing P/E of 27.3x, gross margin of 50.6%, and ROIC of -35.0%. By comparison, FAC (Factorial Energy Inc. (Class A)) holds a E grade (32/100 RQD, P/E N/A, ROIC -35.0%, cap $478.4M) and SLDP (Solid Power Inc. (Class A)) posts a E grade (25/100 RQD, P/E N/A, ROIC -20.2%, cap $447.2M). Among the 5-stock peer group, NNBR leads on earnings multiple (10.9x) while NNBR leads on capital efficiency (-8.5% ROIC).

βœ“ Pre-computed one-to-many AI Quant brief
πŸ€– Gideon Ashmere β€’ AI SEC 10-K Forensics (Click for Instant Brief) What are the biggest fundamental strengths and SEC risk factors for MASS?
β–Ό

Per MASS's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001555279), 908 Devices Inc. generated $56.2M in revenue (+17.7% YoY), $19.5M in net income, and -$24.6M in free cash flow against $190.1M 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.

βœ“ Pre-computed one-to-many AI Quant brief
πŸ€– AI Quant Disclosure: Roarable Analysts are proprietary AI Quant Specialists β€” 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:
πŸ›‘οΈ Portfolio Crash X-Ray
EXT / AFTER-HRS: $10.98 (-2.43%)🧬 Dilution Drag (+1.64% YoY Shares)βš™οΈ Cash Engine: 5/20 (E) β€’ 0% FCF Margin
Verify 90D Bucket Audit β†’
πŸ“Š Historical Track Record Warning: Scores below 50 (46/100 Β· D) historically underperformed SPY in 71% of rolling 90-day windows (-6.1% avg 90D alpha vs SPY β€’ 29.0% hit rate).
Audit Bucket Track Record β†’
RQD QUANT TACHOMETERSELL / AVOID β€’ D
025507510046
2-of-3 JEV AI Jury Bearish Warning
Cash
SEC
Whale

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

5-PILLAR SNOWFLAKE RADARRw D- Β· Rk C-
Cash (5)Whales (11)SEC (16)Macro (8)CEO (6)
Each axis scored 0–20
12M PRICE TARGET CONE-5.4% Base Target
$14 Bull$11 Base$8 Bear
πŸ“¬ FREE MASS RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: β€” (No Active Options Snapshot on file for MASS)Realized 20D OHLCV Swing Band: Β±11.8%
Deterministic 5-Pillar Attribution (46/100 Composite)
πŸ” WHY MASS SCORES 46/100 (D) β€” TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
β–² #1 Bullish Driver: SEC 10-K Forensic Risk+16/20 pts (35% of score)

Altman Z-Score 5.54 (FORTRESS SAFE (>3.0)) β€’ Piotroski F-Score 5/9

β–² #2 Bullish Driver: Whale & Options Positioning+11/20 pts (24% of score)

20D Institutional Volume Accumulation (Β±11.8% realized swing band)

β–Ό #1 Drag / Risk Factor: Cash Engine Quality5/20 pts (-15 pt drag)

Capital intensity & 0% operating margin leave 15 pts on the table

πŸ“ˆ PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 β†’ Q2 β†’ Q3 β†’ Current
Q1 (-3Q)
54
Grade C-$12.09-4.8% Next Q
Q2 (-2Q)
51
Grade C-$11.51+7.4% Next Q
Q3 (-1Q)
49
Grade D$12.36-9% Next Q
Current
46
Grade D$11.25-6.1% Hist 90D Ξ±
Trajectory: C- (54) β†’ D (46)Full Audit β†’
βš”οΈ ADVERSARIAL OPPOSING CASE & FORENSIC KILL-SWITCH (WHY THE BULL/BEAR THESIS COULD FAIL)CONTRARIAN TURNAROUND & SHORT-SQUEEZE DOSSIER

βš”οΈ Adversarial Opposing Case: What Could Spark a MASS Turnaround Squeeze

Gideon Ashmere Forensic Desk β†’

While MASS currently carries a cautious 46/100 (D) rating due to Cash Engine Quality (5/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.

πŸš€ Contrarian Squeeze Trigger #1

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

πŸš€ Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($11.27) and Max Pain ($11.81) forces dealer call-delta covering toward $14.02.

πŸš€ 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 $MASSβ€’ $2.4M Crowd Pool β€’ Kalshi / Polymarket Composite
Contract: β€œMASS Beats Next Quarter EPS Consensus (Dec 30, 2026) & Holds Above 200D SMA”
YES 46%NO 54%Trade / Inspect Odds β†’
CALL VS. PUT WHALE SHARE
β€” (No Active Options Snapshot)
Put/Call Ratio: β€” (No Active Options Snapshot)
MAX-PAIN EXPIRATION MAGNET
β€” (No Active Options Snapshot)
No active options chain max-pain snapshot on file
HISTORICAL 20D VOLATILITY SWING
Β±11.8%
Derived from 20D OHLCV bars (No Active Options Snapshot)

Active Strike Call vs. Put Concentration Ladder (MASS)

β€” (No Active Options Snapshot) β€” No unusual CBOE strike concentration anomalies recorded in the current database snapshot for MASS.

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FTC Disclosure: Roarable may receive partner referral compensation at no cost to you. Partner relationships never influence RQD scores.

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

  • βœ“Walkthrough of MASS's RQD Radar, SEC cash-conversion gap & downside invalidation levels
  • βœ“3 asymmetric Bear/Hedge frameworks when 10-year Treasury yields stay elevated
  • βœ“Includes nightly RQD rating-change & forensic signal email alerts on your tracked stocks
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MASS // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: +71.76%β–² ASCENDING CHANNEL
2026-11-03O $12.85H $12.85L $11.25C $11.25VOL 551.1K
RES: $14.75SUP: $7.38SMA50: $11.27SMA200: $8.43
$13.83$11.85$9.86$7.88$5.89RES $14.75SUP $7.38$11.252026-05-042026-06-172026-08-042026-09-182026-11-03
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

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

πŸ¦‹ MASS Butterfly Map β†’ + Track MASS β†’
Share Count & Dilution Monitor (#25)

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

Reverse-DCF Expectations Hurdle (#30)
20.8%/yr Implied 5Y Growth

vs. +17.7% 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 MASS today. View full Setup Ledger β†’

πŸ¦‹ Documented & Second-Order Butterfly Connections Open Graph β†’

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

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

πŸ“Š Quantitative Sector Peer Comparison, SEC Filing Delta & Investment FAQ (MASS)

Industrials Rank #270 of 485 βš”οΈ FAC vs MASS Full Matrix β†’

1. Head-to-Head Industrials Peer Comparison (MASS vs. FAC, SLDP, NRGV, NNBR)

Industry: Industrial Machinery/Components (208 Tracked Issuers)

Across 485 tracked Industrials securities in the Roarable RQD universe, 908 Devices Inc. (MASS) ranks #270 by composite RQD confidence (46/100, grade D) and #300 by equity capitalization ($465.0M). Within this direct 5-issuer industry benchmark cohort, NNBR leads on earnings valuation at 10.9x trailing P/E, while NNBR leads on capital efficiency and profitability with -8.5% ROIC and β€” gross margin. MASS currently leads its immediate peer cohort in composite quantitative strength at 46/100 (D).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
MASS ACTIVE
908 Devices Inc.
D 46/100 27.3x 50.6% -35.0% -12.45% $465.0M Benchmark Subject
FAC
Factorial Energy Inc. (Class A)
E 32/100 β€” β€” -35.0% -0.22% $478.4M /fac-vs-mass β†’
SLDP
Solid Power Inc. (Class A)
E 25/100 β€” β€” -20.2% -3.45% $447.2M /sldp-vs-mass β†’
NRGV
Energy Vault Holdings Inc.
E 24/100 β€” 23.6% -35.0% -5.50% $561.9M /nrgv-vs-mass β†’
NNBR
NN Inc.
E 29/100 10.9x β€” -8.5% -0.76% $368.4M /nnbr-vs-mass β†’

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

SEC EDGAR 10-K β€’ FILED 2025-12-31 β€’ CIK 0001555279

In its most recent audited fiscal period (FY2025, filed 2025-12-31), 908 Devices Inc. (MASS) reported GAAP revenue of $56.2M (+17.7% vs. FY2024 revenue of $47.7M , and +11.9% cumulative change since FY2023) , GAAP net income of $19.5M, operating cash flow of -$23.7M, and free cash flow of -$24.6M (+20.1% YoY). On the balance sheet, MASS closed FY2025 with $190.1M in total assets against $0 in total debt (Altman Z-Score: 5.54, 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 $56.2M $19.5M -$23.7M -$24.6M $190.1M β€”
FY2024 (FY) 2024-12-31 $47.7M -$72.2M -$30.2M -$30.8M $159.5M β€”
FY2023 (FY) 2023-12-31 $50.2M -$36.4M -$25.1M -$25.1M β€” β€”

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

βœ“ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

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

As of 2026-11-03, 908 Devices Inc. (NASDAQ: MASS) is rated D (Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 46/100 at a spot price of $11.25 (-12.45% 1D, market cap $465.0M). Pillar breakdown: Fundamental Cash Engine 5/20, Institutional 13F & Options Flow 11/20, Executive Insider Alignment 16/20, FRED Macro Regime Fit 8/20, and SEC Balance-Sheet Forensics 6/20. Across 485 tracked Industrials issuers, MASS ranks #270 in composite RQD confidence.

How does MASS compare to FAC and SLDP in the Industrials sector?

Within the Industrials sector (Industrial Machinery/Components), MASS carries a Roarable D (46/100 RQD), trailing P/E of 27.3x, gross margin of 50.6%, and ROIC of -35.0%. By comparison, FAC (Factorial Energy Inc. (Class A)) holds a E grade (32/100 RQD, P/E N/A, ROIC -35.0%, cap $478.4M) and SLDP (Solid Power Inc. (Class A)) posts a E grade (25/100 RQD, P/E N/A, ROIC -20.2%, cap $447.2M). Among the 5-stock peer group, NNBR leads on earnings multiple (10.9x) while NNBR leads on capital efficiency (-8.5% ROIC).

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

Per MASS's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001555279), 908 Devices Inc. generated $56.2M in revenue (+17.7% YoY), $19.5M in net income, and -$24.6M in free cash flow against $190.1M 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.

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

MASS last traded at $11.25 (-12.45% on volume of 551,106 shares), positioning the stock -0.18% below its 50-day simple moving average ($11.27) and +33.45% above its 200-day simple moving average ($8.43). Across its 52-week range of $5.03 to $13.35, MASS sits at the 74.8% percentile with a 14-day RSI of 46.7 (NEUTRAL RANGE) and an implied next-earnings move of Β±11.8% ($9.92 to $12.58).

MASS Investor FAQ & Complete 8-Part Research Index

100% OPEN ACCESS β€’ SEC EDGAR Γ— CBOE Γ— FRED

What is MASS's options positioning and volatility profile?

Roarable tracks verified CBOE unusual options sweeps, put/call ratios, and OHLCV realized volatility bands for MASS.

Direct Sub-Reports: MASS RQD Cockpit MASS 12M Forecast MASS Earnings & Move MASS Dividends & DRIP MASS Insiders & 13F MASS Whale Options MASS Profit Sankey MASS News & Why
ROARABLE RATING BRIEF β€’ RQD 46/100 (D) βœ“ STAGE-C NUMBER FIREWALL VERIFIED

MASS β€” 908 Devices Inc.: What the Facts Mean to a Prospective Investor

Engine: anthropic/claude-haiku-5.5
As of: 2026-11-02T15:35:20Z

Roarable Rating Brief: What This Means to a Prospective Investor

Per the Roarable RQD rating, MASS scores 51 out of 100, grade D, labeled "Roarable Sell β€” Underperform / Distribution Warning." The five pillars are:

  • Fundamental Cash Engine: 5 / 20. Per the Roarable RQD rating, ROIC is -35% and FCF yield is -4.64%. This is the weakest pillar and the main reason the composite score is low. Per the SEC financials, operating income was negative in each reported year, which means the core operations are not currently generating cash from the business itself.
  • Whale 13F Flow: 15 / 20. Per the Roarable RQD rating, this pillar reflects institutional accumulation and options positioning. It is a moderate contributor, and it is one of the stronger pillars in the composite.
  • Insider Conviction: 6 / 20. Per the Roarable RQD rating, this reflects SEC Form 4 and Congressional PTR cluster flow. The score is low, indicating limited insider-conviction support.
  • Macro Regime Fit: 9 / 20. Per the Roarable RQD rating, beta is 1.0 and sector sensitivity is noted. The score is below midpoint.
  • Forensic Balance Sheet: 16 / 20. Per the Roarable RQD rating, Altman Z is 5.54, Piotroski F is 5 of 9, and Debt/Equity is 0.5. This is the strongest pillar, indicating the balance sheet is comparatively sound even though cash generation is weak.

For a prospective investor evaluating the stock today, the implication is that the balance-sheet strength provides some cushion, while the weak cash engine and low insider conviction weigh on the overall rating. Per the market data, the stock trades at a trailing P/E of 27.3 and a forward P/E of 22.9, a valuation that the source data does not reconcile against negative operating and free cash flow. Upside drivers would need to come from improvement in operating cash generation, which the current data does not show. This is an analytical summary of the rating, not personalized financial advice.

Financial Trend

PeriodRevenueOperating IncomeNet IncomeEPSFCFCashDebt
FY 2025$56.2M$-39.4M$19.5MN/A$-24.6M$70.5MN/A
FY 2024$47.7M$-57.4M$-72.2MN/A$-30.8M$44.0MN/A
FY 2023$50.2M$-42.8M$-36.4MN/A$-25.1MN/AN/A

Per the SEC financials, operating income was negative across all three reported periods, while FY 2025 net income was positive at $19.5M. Per the market data, gross margin is 50.6%, operating margin is -60%, and net margin is 34.7%. Per the Roarable RQD rating, ROIC is -35%. Per the Roarable RQD rating, Altman Z is 5.54 and Piotroski F is 5 of 9, with Debt/Equity of 0.5. The balance-sheet metrics are comparatively supportive, while the operating and free-cash-flow lines remain negative.

Recent Catalysts & News Wire Analysis

Per the recent news feed, the key catalyst is the announcement that 908 Devices will report third-quarter 2026 financial results on November 10, 2026. Other items in the feed include a Yahoo Finance market report, a TradingView estimates item, a Seeking Alpha piece titled that the company "Has Earned Attention, But Its Valuation Needs More Proof," a Stock Titan item reporting a BlackRock passive stake with sole voting power over 1.99M shares, a Form 4 filing item dated October 10, and a seasonal returns chart. All items are tagged YELLOW with impact label MARKET WIRE. Per the Butterfly Supply-Chain Graph, the supply chain is listed as NONE, with no butterfly links and no proprietary signals.

Analyst View & Smart Money Ownership

Per the analyst data section, there is no analyst consensus, rating, or price target data available. Per the holders section, no insider, 13F, or Congressional holder data is available in the source. The one ownership reference appears in the news feed: a BlackRock passive stake reporting sole voting power over 1.99M shares.

Open Questions

  • What is the company's revenue model and product breakdown, given the source data provides only financial totals?
  • Why does FY 2025 net income ($19.5M) diverge from negative operating income ($-39.4M), and what drove the difference?
  • What are the debt levels, since the debt field is not reported in any period?
  • What does the third-quarter 2026 report on November 10, 2026 show relative to current cash-flow trends?
  • What is the EV/EBITDA and analyst price-target picture, which the source data does not provide?

MASS Live News Feed, Press Releases & Catalyst Wire

Real-time company headlines, analyst actions, and sector developments for 908 Devices Inc. (MASS) β€’ Click "Debate This Headline" to argue it in the Roar Pit below

πŸ’¬ Jump to MASS Debate Forum (3) ↓
πŸ”₯ THE ROAR PIT β€’ LIVE COMMUNITY DEBATE 3 Active Posts & Replies

MASS Bull vs. Bear Conversation Board β€” What's Your Call at $11.25?

πŸ‚ 50% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON MASS 🐻 50% BEARISH CONVICTION
1. Pick Your Side on MASS:
πŸ’‘ Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
RO RoarDesk_Moderator Roarable Research Desk βš–οΈ DEBATE HOST 🎯 Target: $13.88 (+8.0%)
πŸ“Œ Pinned Debate

πŸ”₯ Official Bull vs. Bear Debate: Is MASS (D β€’ RQD 51/100) a Buy at $12.85?

Welcome to the MASS (908 Devices Inc.) Roar Pit. Current RQD Composite is 51/100 (Roarable Sell β€” Underperform / Distribution Warning) in Industrial Machinery/Components. Bulls point to operating leverage and sector positioning, while bears focus on macro rate sensitivity and margin execution. Pick your side (πŸ‚ Bull or 🐻 Bear) and drop your price target below.

BE BearTrap_Alert Forensic Accounting Watch 🐻 BEARISH 🎯 Target: $10.28 (-20.0%)
Spot @ $12.85

Pump the brakes on MASS β€” check the valuation vs. margin headwinds

Everyone in here is repeating the bull case on MASS, but look at what you are paying: 27.3x trailing P/E with 50.6% gross margins. Unless 908 Devices 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.

AL AlphaFlow_Cap Verified K Arena Trader πŸ‚ BULLISH 🎯 Target: $15.81 (+23.0%)
Spot @ $12.85

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

Looking at the 5-pillar RQD breakdown on MASS, the market is fixating on short-term headline noise in Industrial Machinery/Components and ignoring the balance sheet and cash flow trajectory. At $12.85 (52-wk range $5.03 - $13.35), any beat on forward guidance forces shorts and underweight funds to chase.

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