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RVSN vs INVZ vs LAZR vs OUST
Revenue, margins, valuation, and 5-year total return — side by side.
Auto - Parts
Auto - Parts
Hardware, Equipment & Parts
RVSN vs INVZ vs LAZR vs OUST — Key Financials
Market cap, revenue, margins, and valuation side-by-side.
| Company Snapshot | ||||
|---|---|---|---|---|
| Industry | Railroads | Auto - Parts | Auto - Parts | Hardware, Equipment & Parts |
| Market Cap | $264M | $117M | $2M | $1.56B |
| Revenue (TTM) | $776K | $55M | $76M | $185M |
| Net Income (TTM) | $-12M | $-68M | $-234M | $-56M |
| Gross Margin | 14.0% | 23.4% | -21.3% | 49.0% |
| Operating Margin | -13.6% | -123.0% | -332.8% | -37.4% |
| Total Debt | $522K | $65M | $535M | $17M |
| Cash & Equiv. | $17M | $9M | $83M | $67M |
RVSN vs INVZ vs LAZR vs OUST — Long-Term Stock Performance
Price return indexed to 100 at period start. Dividends excluded.
| Stock | Mar 22 | May 26 | Return |
|---|---|---|---|
| Rail Vision Ltd. (RVSN) | 100 | 0.9 | -99.1% |
| Innoviz Technologie… (INVZ) | 100 | 19.1 | -80.9% |
| Luminar Technologie… (LAZR) | 100 | 0.0 | -100.0% |
| Ouster, Inc. (OUST) | 100 | 54.5 | -45.5% |
Price return only. Dividends and distributions are not included.
Quick Verdict: RVSN vs INVZ vs LAZR vs OUST
Each card shows where this stock fits in a portfolio — not just who wins on paper.
RVSN is the #2 pick in this set and the best alternative if income & stability and growth exposure is your priority.
- beta 2.35
- Rev growth 8.2%, EPS growth 57.1%, 3Y rev CAGR 13.5%
- Lower volatility, beta 2.35, Low D/E 2.9%, current ratio 7.36x
- Beta 2.35, current ratio 7.36x
INVZ plays a supporting role in this comparison — it may shine differently against other peers.
LAZR lags the leaders in this set but could rank higher in a more targeted comparison.
OUST carries the broadest edge in this set and is the clearest fit for long-term compounding.
- -74.7% 10Y total return vs INVZ's -92.9%
- -30.1% margin vs RVSN's -15.5%
- +196.7% vs LAZR's -98.4%
- -15.9% ROA vs LAZR's -81.0%, ROIC -30.2% vs -123.6%
See the full category breakdown
| Category | Winner | Why |
|---|---|---|
| Growth | 8.2% revenue growth vs LAZR's 8.0% | |
| Quality / Margins | -30.1% margin vs RVSN's -15.5% | |
| Stability / Safety | Beta 2.35 vs OUST's 3.51, lower leverage | |
| Dividends | Tie | None of these 4 stocks pay a meaningful dividend |
| Momentum (1Y) | +196.7% vs LAZR's -98.4% | |
| Efficiency (ROA) | -15.9% ROA vs LAZR's -81.0%, ROIC -30.2% vs -123.6% |
RVSN vs INVZ vs LAZR vs OUST — Revenue Breakdown by Segment
How each company's revenue is distributed across its business units
Segment breakdown not available.
Segment breakdown not available.
RVSN vs INVZ vs LAZR vs OUST — Financial Metrics
Side-by-side numbers across 4 stocks — who leads on profitability, valuation, growth, and risk.
Who Leads Where
OUST leads in 3 of 6 categories
RVSN leads 0 • INVZ leads 0 • LAZR leads 0 • 2 tied
Explore the data ↓Income & Cash Flow (Last 12 Months)
OUST leads this category, winning 4 of 6 comparable metrics.
Income & Cash Flow (Last 12 Months)
OUST is the larger business by revenue, generating $185M annually — 238.8x RVSN's $776,000. Profitability is closely matched — net margins range from -30.1% (OUST) to -15.5% (RVSN). On growth, INVZ holds the edge at +110.3% YoY revenue growth, suggesting stronger near-term business momentum.
| Metric | ||||
|---|---|---|---|---|
| RevenueTrailing 12 months | $776,000 | $55M | $76M | $185M |
| EBITDAEarnings before interest/tax | -$10M | -$62M | -$229M | -$60M |
| Net IncomeAfter-tax profit | -$12M | -$68M | -$234M | -$56M |
| Free Cash FlowCash after capex | -$10M | -$52M | -$209M | -$69M |
| Gross MarginGross profit ÷ Revenue | +14.0% | +23.4% | -21.3% | +49.0% |
| Operating MarginEBIT ÷ Revenue | -13.6% | -123.0% | -3.3% | -37.4% |
| Net MarginNet income ÷ Revenue | -15.5% | -123.1% | -3.1% | -30.1% |
| FCF MarginFCF ÷ Revenue | -12.6% | -94.4% | -2.8% | -37.4% |
| Rev. Growth (YoY)Latest quarter vs prior year | -68.9% | +110.3% | +21.0% | +48.9% |
| EPS Growth (YoY)Latest quarter vs prior year | +94.4% | +9.1% | -2.6% | +33.3% |
Valuation Metrics
Evenly matched — INVZ and LAZR and OUST each lead in 1 of 3 comparable metrics.
Valuation Metrics
| Metric | ||||
|---|---|---|---|---|
| Market CapShares × price | $264M | $117M | $2M | $1.6B |
| Enterprise ValueMkt cap + debt − cash | $247M | $173M | $454M | $1.5B |
| Trailing P/EPrice ÷ TTM EPS | -3.76x | -2.04x | -0.01x | -22.91x |
| Forward P/EPrice ÷ next-FY EPS est. | — | — | — | — |
| PEG RatioP/E ÷ EPS growth rate | — | — | — | — |
| EV / EBITDAEnterprise value multiple | — | — | — | — |
| Price / SalesMarket cap ÷ Revenue | 202.85x | 2.13x | 0.03x | 9.21x |
| Price / BookPrice ÷ Book value/share | 6.53x | 1.78x | — | 5.28x |
| Price / FCFMarket cap ÷ FCF | — | — | — | — |
Profitability & Efficiency
OUST leads this category, winning 6 of 9 comparable metrics.
Profitability & Efficiency
OUST delivers a -22.2% return on equity — every $100 of shareholder capital generates $-22 in annual profit, vs $-87 for INVZ. RVSN carries lower financial leverage with a 0.03x debt-to-equity ratio, signaling a more conservative balance sheet compared to INVZ's 0.83x. On the Piotroski fundamental quality scale (0–9), OUST scores 6/9 vs LAZR's 3/9, reflecting solid financial health.
| Metric | ||||
|---|---|---|---|---|
| ROE (TTM)Return on equity | -53.2% | -87.2% | — | -22.2% |
| ROA (TTM)Return on assets | -47.5% | -49.0% | -81.0% | -15.9% |
| ROICReturn on invested capital | -8.9% | -46.9% | -123.6% | -30.2% |
| ROCEReturn on capital employed | -84.8% | -64.1% | -118.7% | -31.1% |
| Piotroski ScoreFundamental quality 0–9 | 4 | 5 | 3 | 6 |
| Debt / EquityFinancial leverage | 0.03x | 0.83x | — | 0.07x |
| Net DebtTotal debt minus cash | -$17M | $56M | $452M | -$50M |
| Cash & Equiv.Liquid assets | $17M | $9M | $83M | $67M |
| Total DebtShort + long-term debt | $522,000 | $65M | $535M | $17M |
| Interest CoverageEBIT ÷ Interest expense | -7.02x | -39.12x | -3.73x | — |
Total Returns (Dividends Reinvested)
OUST leads this category, winning 6 of 6 comparable metrics.
Total Returns (Dividends Reinvested)
A $10,000 investment in OUST five years ago would be worth $2,389 today (with dividends reinvested), compared to $2 for LAZR. Over the past 12 months, OUST leads with a +196.7% total return vs LAZR's -98.4%. The 3-year compound annual growth rate (CAGR) favors OUST at 76.5% vs LAZR's -91.4% — a key indicator of consistent wealth creation.
| Metric | ||||
|---|---|---|---|---|
| YTD ReturnYear-to-date | -31.7% | -28.1% | -24.1% | +4.9% |
| 1-Year ReturnPast 12 months | -40.0% | -3.9% | -98.4% | +196.7% |
| 3-Year ReturnCumulative with dividends | -97.0% | -72.8% | -99.9% | +449.6% |
| 5-Year ReturnCumulative with dividends | -99.1% | -93.0% | -100.0% | -76.1% |
| 10-Year ReturnCumulative with dividends | -99.1% | -92.9% | -100.0% | -74.7% |
| CAGR (3Y)Annualised 3-year return | -68.8% | -35.2% | -91.4% | +76.5% |
Risk & Volatility
Evenly matched — RVSN and OUST each lead in 1 of 2 comparable metrics.
Risk & Volatility
RVSN is the less volatile stock with a 2.35 beta — it tends to amplify market swings less than OUST's 3.51 beta. A beta below 1.0 means the stock typically moves less than the S&P 500. OUST currently trades 58.8% from its 52-week high vs LAZR's 1.3% drawdown — a narrower gap to the peak suggests stronger recent price momentum.
| Metric | ||||
|---|---|---|---|---|
| Beta (5Y)Sensitivity to S&P 500 | 2.35x | 2.69x | 2.40x | 3.51x |
| 52-Week HighHighest price in past year | $29.57 | $2.54 | $4.82 | $41.65 |
| 52-Week LowLowest price in past year | $0.32 | $0.58 | $0.05 | $8.08 |
| % of 52W HighCurrent price vs 52-week peak | +23.5% | +27.3% | +1.3% | +58.8% |
| RSI (14)Momentum oscillator 0–100 | 33.8 | 59.9 | 36.2 | 67.9 |
| Avg Volume (50D)Average daily shares traded | 20K | 2.4M | 418K | 2.3M |
Analyst Outlook
Insufficient data to determine a leader in this category.
Analyst Outlook
Analyst consensus: INVZ as "Buy", OUST as "Buy". Consensus price targets imply 188.6% upside for INVZ (target: $2) vs 51.0% for OUST (target: $37).
| Metric | ||||
|---|---|---|---|---|
| Analyst RatingConsensus buy/hold/sell | — | Buy | — | Buy |
| Price TargetConsensus 12-month target | — | $2.00 | — | $37.00 |
| # AnalystsCovering analysts | — | 5 | — | 9 |
| Dividend YieldAnnual dividend ÷ price | — | — | — | — |
| Dividend StreakConsecutive years of raises | — | — | — | — |
| Dividend / ShareAnnual DPS | — | — | — | — |
| Buyback YieldShare repurchases ÷ mkt cap | 0.0% | 0.0% | 0.0% | 0.0% |
OUST leads in 3 of 6 categories — strongest in Income & Cash Flow and Profitability & Efficiency. 2 categories are tied.
RVSN vs INVZ vs LAZR vs OUST: Key Questions Answered
8 questions · data-driven answers · updated daily
01Is RVSN or INVZ or LAZR or OUST a better buy right now?
For growth investors, Rail Vision Ltd.
(RVSN) is the stronger pick with 815. 5% revenue growth year-over-year, versus 8. 0% for Luminar Technologies, Inc. (LAZR). Analysts rate Innoviz Technologies Ltd. (INVZ) a "Buy" — based on 5 analyst ratings — the highest consensus in this comparison. The "better buy" depends entirely on your goals: growth investors should weight revenue trajectory, value investors should weight P/E and PEG, and income investors should weight dividend yield and streak.
02Which is the better long-term investment — RVSN or INVZ or LAZR or OUST?
Over the past 5 years, Ouster, Inc.
(OUST) delivered a total return of -76. 1%, compared to -100. 0% for Luminar Technologies, Inc. (LAZR). Over 10 years, the gap is even starker: OUST returned -74. 7% versus LAZR's -100. 0%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.
03Which is safer — RVSN or INVZ or LAZR or OUST?
By beta (market sensitivity over 5 years), Rail Vision Ltd.
(RVSN) is the lower-risk stock at 2. 35β versus Ouster, Inc. 's 3. 51β — meaning OUST is approximately 49% more volatile than RVSN relative to the S&P 500. On balance sheet safety, Rail Vision Ltd. (RVSN) carries a lower debt/equity ratio of 3% versus 83% for Innoviz Technologies Ltd. — giving it more financial flexibility in a downturn.
04Which is growing faster — RVSN or INVZ or LAZR or OUST?
By revenue growth (latest reported year), Rail Vision Ltd.
(RVSN) is pulling ahead at 815. 5% versus 8. 0% for Luminar Technologies, Inc. (LAZR). On earnings-per-share growth, the picture is similar: Luminar Technologies, Inc. grew EPS 60. 5% year-over-year, compared to 40. 4% for Innoviz Technologies Ltd.. Over a 3-year CAGR, INVZ leads at 109. 1% annualised revenue growth. Higher growth typically commands a higher valuation multiple — check whether the premium P/E or P/S is justified by the growth rate using the PEG ratio.
05Which has better profit margins — RVSN or INVZ or LAZR or OUST?
Ouster, Inc.
(OUST) is the more profitable company, earning -35. 6% net margin versus -23. 6% for Rail Vision Ltd. — meaning it keeps -35. 6% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: OUST leads at -43. 7% versus -692. 6% for RVSN. At the gross margin level — before operating expenses — OUST leads at 49. 3%, reflecting greater pricing power or product mix advantage. Stronger margins indicate durable pricing power, lower cost of revenue, or higher mix of software/services. They are one of the clearest signs of business quality.
06Which pays a better dividend — RVSN or INVZ or LAZR or OUST?
None of the stocks in this comparison currently pay a material dividend.
All are effectively zero-yield and should be held for capital appreciation rather than income.
07Is RVSN or INVZ or LAZR or OUST better for a retirement portfolio?
For long-horizon retirement investors, Ouster, Inc.
(OUST) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding. Luminar Technologies, Inc. (LAZR) carries a higher beta of 2. 40 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (OUST: -74. 7%, LAZR: -100. 0%), confirming both are viable long-term holds — but the lower-volatility option typically results in less emotional selling during corrections. Retirement portfolios generally favour predictability over maximum returns. Consult a financial advisor before making allocation decisions.
08What are the main differences between RVSN and INVZ and LAZR and OUST?
These companies operate in different sectors (RVSN (Industrials) and INVZ (Consumer Cyclical) and LAZR (Consumer Cyclical) and OUST (Technology)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.
In terms of investment character: RVSN is a small-cap high-growth stock; INVZ is a small-cap high-growth stock; LAZR is a small-cap quality compounder stock; OUST is a small-cap high-growth stock. These fundamental differences mean investors should not choose between them on a single metric — the "better stock" depends entirely on which of these characteristics aligns with your investment strategy.
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