Rail Vision Ltd. Ordinary Share (RVSN) carries a Roarable Rating of E (Strong Sell) with 31/100 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.
As of 2026-11-03, Rail Vision Ltd. Ordinary Share (NASDAQ: RVSN) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 31/100 at a spot price of $2.75 (-6.78% 1D, market cap $6.0M). Pillar breakdown: Fundamental Cash Engine 5/20, Institutional 13F & Options Flow 3/20, Executive Insider Alignment 11/20, FRED Macro Regime Fit 7/20, and SEC Balance-Sheet Forensics 5/20. Across 485 tracked Industrials issuers, RVSN ranks #402 in composite RQD confidence.
Within the Industrials sector (Railroads), RVSN carries a Roarable E (31/100 RQD), trailing P/E of N/A, gross margin of 37.1%, and ROIC of -35.0%. By comparison, RAIL (FreightCar America Inc.) holds a D- grade (37/100 RQD, P/E N/A, ROIC 27.5%, cap $136.7M) and FIP (FTAI Infrastructure Inc.) posts a E grade (33/100 RQD, P/E N/A, ROIC —, cap $338.0M). Among the 5-stock peer group, GBX leads on earnings multiple (5.9x) while TRN leads on capital efficiency (58.6% ROIC).
Per RVSN's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001743905), Rail Vision Ltd. Ordinary Share generated $1.5M in revenue (+14.4% YoY), -$11.1M in net income, and -$9.2M in free cash flow against $22.5M in total assets and $0 in total debt. Key quantitative strengths: Established market leader in Industrials 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.
Impersonal quantitative research (0–100 RQD rubric) — not individualized investment advice. Past performance does not guarantee future results. Full Disclaimer
Altman Z-Score 3.80 (FORTRESS SAFE (>3.0)) • Piotroski F-Score 5/9
FRED Regime × Technicals: 2% of 52W Range • RSI-14 at 37.7 (NEUTRAL RANGE)
Put hedging (50% put share) caps near-term gamma upside (-16 pts vs max)
While RVSN currently carries a cautious 31/100 (E) rating due to Whale & Options Positioning (4/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.
Established market leader in Industrials with deep daily trading liquidity.
Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($3.62) and Max Pain ($2.89) forces dealer call-delta covering toward $428.08.
Forensic Repair Trigger: Halting share dilution (Disciplined Float (+0.72% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.
Rail Vision Ltd. Ordinary Share (RVSN) dropped -6.78% to $2.75, trading at 2% of its 52-week range ($2.6 – $407.7). Stretched risk/reward at current multiples (-35% return on capital) under elevated 10-year interest-rate pressure.
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Rail Vision (NASDAQ:RVSN) will present its latest AI-powered railway safety solutions and commercial developments at the 20th Annual LD Micro Main Event on October 21, 2026, providing investors with an opportunity to ass
Ra'anana, Israel--(Newsfile Corp. - October 13, 2026) - Rail Vision Ltd. (NASDAQ: RVSN) (FSE: C8O) ("Rail Vision" or the "Company"), an early commercialization stage technology company transforming railway safety through
The Company will present YardFlow for the first time, alongside TrackScout™ and YardFlow Flex™, to global rail industry leaders at one of the world’s leading transportation technology exhibitions Ra’anana, Israel, Sept.
YardFlow brings Rail Vision’s perception technology to a broad range of rail operations and will support the Company’s expanding commercial collaboration with Railserve, a Marmon Rail company. Ra’anana, Israel, Sept. 17,
Ra’anana, Israel, Sept. 09, 2026 (GLOBE NEWSWIRE) -- Rail Vision Ltd. (Nasdaq: RVSN, FSE:C80) (“Rail Vision” or the “Company”), an early commercialization stage technology company transforming railway safety through adva
The testing is part of the TCCO Technology Roadmap Program, managed by MxV Rail under the Association of American Railroads, introducing Rail Vision's AI-powered perception technology to Class I railroads. Ra’anana, Isra
Revenues for the first half of 2026 exceeded $1.0 million, compared to $237,000 in the first half of 2025 ShuntingYard technology integrated into Railserve’s commercially launched YardGUARD system; successful field testi
Multi-year comparable XBRL diluted share count not disclosed (ETF or recent listing).
vs. +14.4% actual YoY revenue growth (assuming 9.25% cost of equity & 16.5x terminal multiple).
No active Ellis Vennor swing setup published on RVSN today. View full Setup Ledger →
No direct multi-tier Butterfly edges indexed yet for RVSN. Explore sector supply chains on /butterfly.
Across 485 tracked Industrials securities in the Roarable RQD universe, Rail Vision Ltd. Ordinary Share (RVSN) ranks #402 by composite RQD confidence (31/100, grade E) and #456 by equity capitalization ($6.0M). Within this direct 5-issuer industry benchmark cohort, GBX leads on earnings valuation at 5.9x trailing P/E, while TRN leads on capital efficiency and profitability with 58.6% ROIC and — gross margin. TRN currently holds the highest overall quantitative score in the immediate peer group at 60/100 (C-) compared with RVSN at 31/100 (E).
| Ticker / Company | Roarable Grade | RQD Score | Trailing P/E | Gross Margin | ROIC | 1D Change | Market Cap | Head-to-Head |
|---|---|---|---|---|---|---|---|---|
| RVSN
ACTIVE
Rail Vision Ltd. Ordinary Share | E | 31/100 | — | 37.1% | -35.0% | -6.78% | $6.0M | Benchmark Subject |
| RAIL FreightCar America Inc. | D- | 37/100 | — | 14.6% | 27.5% | -0.24% | $136.7M | /rail-vs-rvsn → |
| FIP FTAI Infrastructure Inc. | E | 33/100 | — | — | — | -0.35% | $338.0M | /fip-vs-rvsn → |
| GBX Greenbrier Companies Inc. | D+ | 58/100 | 5.9x | 18.7% | 24.1% | +1.25% | $1.21B | /gbx-vs-rvsn → |
| TRN Trinity Industries Inc. | C- | 60/100 | 8.1x | — | 58.6% | +4.03% | $2.30B | /trn-vs-rvsn → |
In its most recent audited fiscal period (FY2025, filed 2025-12-31), Rail Vision Ltd. Ordinary Share (RVSN) reported GAAP revenue of $1.5M (+14.4% vs. FY2024 revenue of $1.3M , and +947.2% cumulative change since FY2023) , GAAP net income of -$11.1M, operating cash flow of -$9.1M, and free cash flow of -$9.2M (+4.8% YoY). On the balance sheet, RVSN closed FY2025 with $22.5M in total assets against $0 in total debt (Altman Z-Score: N/A, 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 | $1.5M | -$11.1M | -$9.1M | -$9.2M | $22.5M | — |
| FY2024 (FY) | 2024-12-31 | $1.3M | -$30.7M | -$9.7M | -$9.7M | $20.6M | — |
| FY2023 (FY) | 2023-12-31 | $142.0K | -$11.1M | -$10.5M | -$10.5M | — | — |
As of 2026-11-03, Rail Vision Ltd. Ordinary Share (NASDAQ: RVSN) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 31/100 at a spot price of $2.75 (-6.78% 1D, market cap $6.0M). Pillar breakdown: Fundamental Cash Engine 5/20, Institutional 13F & Options Flow 3/20, Executive Insider Alignment 11/20, FRED Macro Regime Fit 7/20, and SEC Balance-Sheet Forensics 5/20. Across 485 tracked Industrials issuers, RVSN ranks #402 in composite RQD confidence.
Within the Industrials sector (Railroads), RVSN carries a Roarable E (31/100 RQD), trailing P/E of N/A, gross margin of 37.1%, and ROIC of -35.0%. By comparison, RAIL (FreightCar America Inc.) holds a D- grade (37/100 RQD, P/E N/A, ROIC 27.5%, cap $136.7M) and FIP (FTAI Infrastructure Inc.) posts a E grade (33/100 RQD, P/E N/A, ROIC —, cap $338.0M). Among the 5-stock peer group, GBX leads on earnings multiple (5.9x) while TRN leads on capital efficiency (58.6% ROIC).
Per RVSN's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001743905), Rail Vision Ltd. Ordinary Share generated $1.5M in revenue (+14.4% YoY), -$11.1M in net income, and -$9.2M in free cash flow against $22.5M in total assets and $0 in total debt. Key quantitative strengths: Established market leader in Industrials 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.
RVSN last traded at $2.75 (-6.78% on volume of 25,215 shares), positioning the stock -24.03% below its 50-day simple moving average ($3.62) and -86.13% below its 200-day simple moving average ($19.82). Across its 52-week range of $2.60 to $407.70, RVSN sits at the 0.0% percentile with a 14-day RSI of 37.7 (NEUTRAL RANGE) and an implied next-earnings move of ±12.5% ($2.41 to $3.09).
Why RVSN Stock dropped -6.78% Today — RQD Quant Desk Flash. Stretched risk/reward at current multiples (-35% return on capital) under elevated 10-year interest-rate pressure.
Per the Roarable RQD rating, RVSN scores 31 out of 100, earning a letter grade of E and the verdict "Roarable Strong Sell — Forensic Risk / Avoid." The score is built from five pillars:
For a prospective investor evaluating the stock today, the implications are as follows. Operating and net margins of -60% and ROIC of -35% mean the business is consuming capital rather than producing it, so any valuation rests on future improvement that the source data does not demonstrate. The $6.5M market capitalization is small, and the stock's 52-week range of $2.6 - $442.8 indicates extreme price dispersion over the period; this volatility sits alongside a beta of 1.0. The balance sheet pillar offers some support, but the combined score reflects weak cash generation, weak institutional and insider signals, and poor macro fit. The upside case would depend on a turnaround in operating economics that the source data does not evidence.
| Period | Revenue | Operating Income | Net Income | EPS | FCF | Cash | Debt |
|---|---|---|---|---|---|---|---|
| FY 2025 | $1.5M | $-11.7M | $-11.1M | N/A | $-9.2M | $20.0M | N/A |
| FY 2024 | $1.3M | $-9.0M | $-30.7M | N/A | $-9.7M | $17.2M | N/A |
| FY 2023 | $0.1M | $-11.4M | $-11.1M | N/A | $-10.5M | N/A | N/A |
Per the SEC financials, the company reported losses at the operating and net levels in every listed period, with free cash flow negative in each. Per the market data, gross margin is 37.1%, while operating and net margins are both -60%, and ROIC is -35%. Per the Roarable RQD rating, the Altman Z-Score is 2.5 and the Piotroski F-Score is 5/9, with Debt/Equity of 0.5. Cash was reported at $20.0M for FY 2025, up from $17.2M in FY 2024.
Real-time company headlines, analyst actions, and sector developments for Rail Vision Ltd. Ordinary Share (RVSN) • Click "Debate This Headline" to argue it in the Roar Pit below
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Rail Vision (NASDAQ:RVSN) will present its latest AI-powered railway safety solutions and commercial developments at the 20th Annual LD Micro Main Event on October 21, 2026, providing investors with an opportunity to ass
Ra'anana, Israel--(Newsfile Corp. - October 13, 2026) - Rail Vision Ltd. (NASDAQ: RVSN) (FSE: C8O) ("Rail Vision" or the "Company"), an early commercialization stage technology company transforming railway safety through
The Company will present YardFlow for the first time, alongside TrackScout™ and YardFlow Flex™, to global rail industry leaders at one of the world’s leading transportation technology exhibitions Ra’anana, Israel, Sept.
YardFlow brings Rail Vision’s perception technology to a broad range of rail operations and will support the Company’s expanding commercial collaboration with Railserve, a Marmon Rail company. Ra’anana, Israel, Sept. 17,
Ra’anana, Israel, Sept. 09, 2026 (GLOBE NEWSWIRE) -- Rail Vision Ltd. (Nasdaq: RVSN, FSE:C80) (“Rail Vision” or the “Company”), an early commercialization stage technology company transforming railway safety through adva
Welcome to the RVSN (Rail Vision Ltd. Ordinary Share) Roar Pit. Current RQD Composite is 31/100 (Roarable Strong Sell — Forensic Risk / Avoid) in Railroads. 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.
Everyone in here is repeating the bull case on RVSN, but look at what you are paying: current EV/EBITDA multiples with 37.1% gross margins. Unless Rail Vision Ltd. Ordinary Share expands free cash flow yield next quarter, I would rather wait for a pullback closer to the 200-day moving average before touching this.
Looking at the 5-pillar RQD breakdown on RVSN, the market is fixating on short-term headline noise in Railroads and ignoring the balance sheet and cash flow trajectory. At $2.95 (52-wk range $2.60 - $442.80), any beat on forward guidance forces shorts and underweight funds to chase.
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