ROC vs RVSN vs GRRR Stock Comparison

Rank One Computing, Rail Vision and Gorilla Technology Prices as of Oct 27, 2026 Peers: Industry group
RVSN Rail Vision Ltd.
$3.19 -10.4% 1M -78.4% 1Y
Market cap
$5.63M
P/E
–
Revenue (TTM)
—
Div. yield
–
Computer Vision Technology

Head to Head

5 decided of 12

Rank One Computing leads on 3 of the 12 questions below (Rank One Computing 3, Gorilla Technology 2). Which ones matter depends on what you are buying for; a cheap multiple and slow growth often come together.

QuestionROCRVSNGRRRLeader
Larger companyMarket capitalisation $66.21M $5.63M $216.94M GRRR
Cheaper on earningsLower P/E, profitable companies only -16.5x — -4.4x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — — — –
Faster revenue growthRevenue growth, trailing twelve months — — +50.4% –
More profitableNet margin, trailing twelve months -25.4% — -35.4% ROC
Better return on capitalReturn on invested capital — — -2.9% –
Less leveragedLower net debt / EBITDA — — 2.1x –
Higher dividend yieldTrailing dividend yield 0.00% 0.00% 0.00% –
Better 1-year returnPrice return, last 12 months — -78.4% -45.3% GRRR
Better 5-year returnAnnualised price return, 5 years — — -37.9%/yr –
Less volatileAnnualised volatility, 1 year 72.0% 100.2% 87.6% ROC
Higher overall scoreMean of the five percentile scores vs peers 57/100 — 40/100 ROC

Percentile Scorecard

ROCRVSNGRRR

Each axis is the mean percentile of its metrics against the company's industry group. 100 is the best in the group, 50 the middle.

Scores by Axis

AxisROCRVSNGRRR
Valuation 29 #88 of 124 – 45 #69 of 124
Growth – – 73 #31 of 113
Profitability 54 #51 of 109 – 32 #74 of 109
Financial Health 88 #16 of 127 95 #7 of 127 41 #76 of 127
Shareholder Returns – – 8 #60 of 65
Overall 57 – 40
  • ROC ranked among 137 companies in Infrastructure Software
  • RVSN ranked among 137 companies in Infrastructure Software
  • GRRR ranked among 137 companies in Infrastructure Software

Price Performance

Price return, split-adjusted, before dividends. Click a name to hide or show it.

Returns

PeriodROCRVSNGRRRSPY
1 month -13.9%-10.4%-34.2% -0.2%
3 months -18.6%-22.4%-20.9% +3.9%
6 months -47.6%-59.0%-29.4% +8.2%
Year to date —-67.2%-15.6% +12.9%
1 year —-78.4%-45.3% +12.3%
3 years —-95.5%+13.5% +87.4%
3 years, per year —-64.5%+4.3% +23.3%
5 years ——-90.8% +67.9%
5 years, per year ——-37.9% +10.9%

Risk

MeasureROCRVSNGRRRSPY
Volatility, 1Y 72.0%100.2%87.6% 12.7%
Downside volatility, 1Y 68.7%101.9%93.2% 12.7%
Beta vs S&P 500, 1Y 0.412.102.66 1.00
Return / volatility, 1Y —-0.78-0.52 0.97
Max drawdown, 5Y -53.6%-99.6%-99.4% -25.4%
From 52-week high -52.7%-78.4%-57.7% -1.2%
52-week high $7.31$14.77$21.78 $779.14
52-week low $3.39$2.88$7.44 $631.97

Valuation History

Weekly multiples on trailing twelve-month fundamentals. Negative or extreme readings (a loss year, a collapsed denominator) are left out so the chart stays readable.

MultipleROCRVSNGRRR
P/E now vs peer median -16.5xmedian 38.6x —median 38.6x -4.1xmedian 38.6x
P/S now vs peer median 4.2xmedian 4.4x —median 4.4x 1.7xmedian 4.4x
EV/EBITDA now vs peer median -14.4xmedian 34.5x —median 34.5x -2.7xmedian 34.5x
P/FCF now vs peer median -10.7xmedian 29.4x —median 29.4x -36.5xmedian 29.4x
P/B now vs peer median 3.7xmedian 3.3x 0.4xmedian 3.3x 1.4xmedian 3.3x
PEG now vs peer median —median 1.28 —median 1.28 —median 1.28

Financial History

Reported figures by fiscal period, placed on the calendar year (or quarter) each period ended in, so companies with different fiscal years line up.

Trailing twelve monthsROCRVSNGRRR
Revenue $15.78M – $140.40M
Gross profit $13.08M – $24.27M
Operating income -$3.98M – -$51.78M
Net income -$4.01M – -$51.45M
Free cash flow -$6.17M – -$6.62M
R&D $7.15M – $4.02M
EPS (diluted) $-0.21 – $-2.23
Cash & equivalents $11.91M $15.31M $179.36M
Total debt – – $6.95B
Shares (diluted) 19.08M 1.81M 22.25M
Enterprise value $37.35M -$69.31M -$274.50M

All Metrics

58 metrics · best in bold

Bold marks the best reading: the lowest positive value for multiples, leverage and payout, the highest for everything else. The bar under each value is its percentile against that company's own peers. Hover a value for its rank and the peer median.

Valuation

12 metrics
MetricROCRVSNGRRR
P/E -16.5x – -4.1x
P/FCF -10.7x – -36.5x
P/Operating cash flow -10.7x – -11.8x
P/S 4.2x – 1.7x
P/B 3.7x 0.4x 1.4x
P/Tangible book 3.7x 0.4x 1.4x
EV/EBITDA -14.4x – -2.7x
EV/EBIT -13.6x – -2.6x
EV/Revenue 3.4x – 1.0x
EV/FCF -8.8x – -20.4x
EV/Operating cash flow -8.8x – -6.6x
PEG (3Y EPS CAGR) – – –

Growth

14 metrics
MetricROCRVSNGRRR
Revenue growth (1Y) – – 50.4%
Revenue CAGR (3Y) – – –
Gross profit growth (1Y) – – -26.6%
Gross profit CAGR (3Y) – – –
Operating income growth (1Y) – – 33.4%
Operating income CAGR (3Y) – – –
Net income growth (1Y) – – 34.1%
Net income CAGR (3Y) – – –
EPS growth (1Y) – – 68.5%
EPS CAGR (3Y) – – –
Operating cash flow growth (1Y) – – 33.7%
Operating cash flow CAGR (3Y) – – –
Free cash flow growth (1Y) – – 78.9%
Free cash flow CAGR (3Y) – – –

Profitability

14 metrics
MetricROCRVSNGRRR
Gross margin 82.9% – 17.3%
EBITDA margin -23.8% – -36.2%
Operating margin -25.2% – -36.9%
Pretax margin -25.8% – -32.9%
Net margin -25.4% – -35.4%
FCF margin -39.1% – -4.7%
Operating cash flow margin -39.1% – -14.6%
Return on equity -22.2% – -29.1%
Return on assets -18.0% – -15.7%
Return on invested capital – – -2.9%
Return on capital employed -21.0% – -30.8%
Asset turnover 0.7x – 0.4x
Cash conversion (OCF / net income) 1.5x – 0.4x
Stock comp / revenue 4.1% – –

Financial Health

11 metrics
MetricROCRVSNGRRR
Debt / assets – – 18.8%
Debt / equity – – 0.4x
Net debt / EBITDA – – 2.1x
Debt / FCF – – -11.1x
Liabilities / assets 18.9% 10.2% 56.2%
Equity / assets 81.1% 89.8% 43.8%
Interest coverage – – -21.8x
Current ratio 5.4x 9.6x 2.2x
Quick ratio 5.2x 8.8x 2.1x
Cash ratio 3.5x 8.5x 1.2x
Altman Z-score 9.90 – 0.43

Shareholder Returns

7 metrics
MetricROCRVSNGRRR
Dividend yield – – –
Net buyback yield – – -12.3%
Shareholder yield 0.0% – -12.3%
Payout ratio (earnings) – – –
Payout ratio (FCF) – – –
Dividend growth (1Y) – – –
Dividend CAGR (3Y) – – –

Analyst Estimates

Solid lines are reported fiscal-year results; dashed lines are the consensus for the years ahead. Hover a year for the analysts' high and low, and how each result compared with its estimate.

ConsensusROCRVSNGRRR
EPS, next fiscal year $-0.31FY2026 $-4.24FY2026 $-2.61FY2026
EPS growth, next FY – – -396.6%FY2026
Revenue, next fiscal year $19.28MFY2026 $4.20MFY2026 $201.05MFY2026
Revenue growth, next FY +13.5%FY2026 +181.9%FY2026 +98.4%FY2026
Revenue growth, the year after +76.1% – +217.5%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersROCRVSNGRRR
Held by institutions – – 26.6%
Institutions holding – – 71
Change in shares held, QoQ – – +79.3%
Institutions buying – – 50
Institutions selling – – 13
Buyers to sellers – – 3.85

Return Correlation

Daily returns, last 12 months

1.00 means two stocks move in lockstep, 0 that they move independently. Pairs below about 0.5 diversify each other.

ROCRVSNGRRR
ROC 1.00 0.12 0.15
RVSN 0.12 1.00 0.35
GRRR 0.15 0.35 1.00

Add a Peer

Largest companies in the same industry

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Frequently Asked Questions

Which is bigger, ROC, RVSN and GRRR?

Gorilla Technology (GRRR) is the largest by market capitalisation: Rank One Computing (ROC) $66.21M, Rail Vision (RVSN) $5.63M, Gorilla Technology (GRRR) $216.94M.

Which company is more profitable?

Rank One Computing (ROC) has the highest net margin (Rank One Computing (ROC) -25.4%, Gorilla Technology (GRRR) -35.4%).

Which stock has performed better?

Over the past year Gorilla Technology (GRRR) returned the most: Rail Vision (RVSN) -78.4%, Gorilla Technology (GRRR) -45.3%. Returns are price only, before dividends.

Which stock is riskier?

By one-year price volatility, Rank One Computing (ROC) has been the steadiest (Rank One Computing (ROC) 72.0%, Rail Vision (RVSN) 100.2%, Gorilla Technology (GRRR) 87.6%). Volatility measures how widely the price swings, not the risk of the business.

Which is the better stock, ROC, RVSN and GRRR?

There is no single answer; it depends on what you are buying for. On the 12 head-to-head measures on this page, Rank One Computing (ROC) leads on 3. Business Quant does not give investment advice; use the comparison as a starting point for your own research.

Data from SEC filings, exchange prices and consensus estimates, via Business Quant. Percentile scores compare each company with its own peer group, so two companies' scores are each relative to different peers unless you rank against the whole market. Price returns exclude dividends. Nothing on this page is investment advice.