NEON vs ROC vs ODYS Stock Comparison

Neonode, Rank One Computing and Odysight.ai Prices as of Nov 3, 2026 Peers: Industry group
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NEON Neonode Inc.
$0.64 -30.4% 1M -77.8% 1Y
Market cap
$10.93M
P/E
1.3x
Revenue (TTM)
$2.04M
Div. yield
–
Computer Vision Technology
3 wins
ODYS Odysight.ai Inc.
$2.04 -27.1% 1M -27.4% 1Y
Market cap
$32.45M
P/E
–
Revenue (TTM)
$1.03M
Div. yield
–
Computer Vision Technology
2 wins

Head to Head

7 decided of 12

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

QuestionNEONROCODYSLeader
Larger companyMarket capitalisation $10.93M $69.29M $32.45M ROC
Cheaper on earningsLower P/E, profitable companies only 1.3x -17.3x -1.8x –
Cheaper on forward earningsLower price / next fiscal year consensus EPS — — — –
Faster revenue growthRevenue growth, trailing twelve months -21.7% — -82.3% NEON
More profitableNet margin, trailing twelve months 398.1% -25.4% -1,739.4% NEON
Better return on capitalReturn on invested capital — — — –
Less leveragedLower net debt / EBITDA — — 1.2x –
Higher dividend yieldTrailing dividend yield 0.00% 0.00% 0.00% –
Better 1-year returnPrice return, last 12 months -77.8% — -27.4% ODYS
Better 5-year returnAnnualised price return, 5 years -42.0%/yr — -23.9%/yr ODYS
Less volatileAnnualised volatility, 1 year 72.8% 71.8% 74.5% ROC
Higher overall scoreMean of the five percentile scores vs peers 66/100 58/100 29/100 NEON

Percentile Scorecard

NEONROCODYS

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

AxisNEONROCODYS
Valuation 77 #29 of 124 31 #86 of 124 3 #120 of 124
Growth 35 #74 of 114 – 11 #102 of 114
Profitability 64 #41 of 111 54 #52 of 111 5 #106 of 111
Financial Health 87 #18 of 128 90 #14 of 128 92 #11 of 128
Shareholder Returns – – 36 #47 of 73
Overall 66 58 29
  • NEON ranked among 136 companies in Infrastructure Software
  • ROC ranked among 136 companies in Infrastructure Software
  • ODYS ranked among 136 companies in Infrastructure Software

Price Performance

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

Returns

PeriodNEONROCODYSSPY
1 month -30.4%-11.5%-27.1% -2.0%
3 months -29.7%-29.0%-53.1% -2.2%
6 months -61.2%-40.2%-55.0% +4.2%
Year to date -63.2%—-38.2% +10.6%
1 year -77.8%—-27.4% +10.4%
3 years -54.6%—-24.4% +73.6%
3 years, per year -23.2%—-8.9% +20.2%
5 years -93.4%—-74.5% +61.6%
5 years, per year -42.0%—-23.9% +10.1%
10 years -94.2%—— +261.3%
10 years, per year -24.8%—— +13.7%

Risk

MeasureNEONROCODYSSPY
Volatility, 1Y 72.8%71.8%74.5% 12.8%
Downside volatility, 1Y 81.8%68.5%71.3% 12.8%
Beta vs S&P 500, 1Y 2.390.440.18 1.00
Return / volatility, 1Y -1.07—-0.37 0.81
Max drawdown, 5Y -97.8%-53.6%-82.4% -25.4%
From 52-week high -77.8%-50.5%-72.1% -3.2%
52-week high $2.88$7.31$7.30 $779.14
52-week low $0.64$3.39$1.85 $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.

MultipleNEONROCODYS
P/E now vs peer median 1.3xmedian 38.8x -17.2xmedian 38.8x -1.9xmedian 38.8x
P/S now vs peer median 5.3xmedian 4.4x 4.4xmedian 4.4x 33.2xmedian 4.4x
EV/EBITDA now vs peer median -1.5xmedian 28.6x -15.2xmedian 28.6x -0.7xmedian 28.6x
P/FCF now vs peer median -1.0xmedian 23.6x -11.2xmedian 23.6x -2.2xmedian 23.6x
P/B now vs peer median 0.5xmedian 3.1x 3.9xmedian 3.1x 1.6xmedian 3.1x
PEG now vs peer median 0.03median 1.27 —median 1.27 -0.36median 1.27

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 monthsNEONROCODYS
Revenue $2.04M $15.78M $1.03M
Gross profit $2.02M $13.08M $354.00K
Operating income $7.05M -$3.98M -$18.91M
Net income $8.13M -$4.01M -$17.95M
Free cash flow -$11.28M -$6.17M -$15.76M
R&D $3.64M $7.15M $9.71M
EPS (diluted) $0.48 $-0.21 $-1.10
Cash & equivalents $21.32M $11.91M $21.76M
Total debt – – $28.00K
Shares (diluted) 16.78M 19.08M 16.39M
Enterprise value -$70.57M $40.43M -$77.39M

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
MetricNEONROCODYS
P/E 1.3x -17.2x -1.9x
P/FCF -1.0x -11.2x -2.2x
P/Operating cash flow -1.0x -11.2x -2.2x
P/S 5.3x 4.4x 33.2x
P/B 0.5x 3.9x 1.6x
P/Tangible book 0.5x 3.9x 1.6x
EV/EBITDA -1.5x -15.2x -0.7x
EV/EBIT -1.5x -14.3x -0.7x
EV/Revenue -5.2x 3.6x 12.1x
EV/FCF 0.9x -9.3x -0.8x
EV/Operating cash flow 0.9x -9.3x -0.8x
PEG (3Y EPS CAGR) 0.03 – -0.36

Growth

14 metrics
MetricNEONROCODYS
Revenue growth (1Y) -21.7% – -82.3%
Revenue CAGR (3Y) -28.3% – 2.2%
Gross profit growth (1Y) -19.8% – -81.5%
Gross profit CAGR (3Y) -25.2% – 33.5%
Operating income growth (1Y) 200.7% – -38.0%
Operating income CAGR (3Y) 48.9% – -26.0%
Net income growth (1Y) 228.3% – -39.5%
Net income CAGR (3Y) 53.3% – -24.2%
EPS growth (1Y) 228.3% – -24.1%
EPS CAGR (3Y) 52.1% – 5.2%
Operating cash flow growth (1Y) -100.8% – -70.5%
Operating cash flow CAGR (3Y) -42.0% – -23.5%
Free cash flow growth (1Y) -101.8% – -69.9%
Free cash flow CAGR (3Y) -42.3% – -23.1%

Profitability

14 metrics
MetricNEONROCODYS
Gross margin 98.8% 82.9% 34.3%
EBITDA margin 348.6% -23.8% -1,821%
Operating margin 345.6% -25.2% -1,833%
Pretax margin 383.2% -25.8% -1,833%
Net margin 398.1% -25.4% -1,739%
FCF margin -552.8% -39.1% -1,527%
Operating cash flow margin -548.4% -39.1% -1,524%
Return on equity 37.2% -22.2% -81.2%
Return on assets 33.5% -18.0% -70.5%
Return on invested capital – – –
Return on capital employed 31.8% -21.0% -79.4%
Asset turnover 0.1x 0.7x 0.0x
Cash conversion (OCF / net income) -1.4x 1.5x 0.9x
Stock comp / revenue – 4.1% 306.0%

Financial Health

11 metrics
MetricNEONROCODYS
Debt / assets – – 0.1%
Debt / equity – – 0.0x
Net debt / EBITDA – – 1.2x
Debt / FCF – – 0.0x
Liabilities / assets 12.2% 18.9% 14.1%
Equity / assets 87.8% 81.1% 85.9%
Interest coverage – – –
Current ratio 10.9x 5.4x 7.8x
Quick ratio 10.6x 5.2x 7.5x
Cash ratio 10.3x 3.5x 7.3x
Altman Z-score -8.66 10.34 0.53

Shareholder Returns

7 metrics
MetricNEONROCODYS
Dividend yield – – –
Net buyback yield – – -0.5%
Shareholder yield – 0.0% -0.5%
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.

ConsensusNEONROCODYS
EPS, next fiscal year $-0.37FY2026 $-0.31FY2026 $-1.23FY2026
EPS growth, next FY -177.1%FY2026 – –
Revenue, next fiscal year $3.71MFY2026 $19.28MFY2026 $1.78MFY2026
Revenue growth, next FY +76.7%FY2026 +13.5%FY2026 -41.0%FY2026
Revenue growth, the year after +26.8% +76.1% +139.2%

Institutional Ownership

13F filings, quarter ended Jun 30, 2026
HoldersNEONROCODYS
Held by institutions 11.6% – –
Institutions holding 51 – –
Change in shares held, QoQ -35.0% – –
Institutions buying 25 – –
Institutions selling 24 – –
Buyers to sellers 1.04 – –

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.

NEONROCODYS
NEON 1.00 0.01 0.01
ROC 0.01 1.00 0.11
ODYS 0.01 0.11 1.00

Add a Peer

Largest companies in the same industry

Related Comparisons

Frequently Asked Questions

Which is bigger, NEON, ROC and ODYS?

Rank One Computing (ROC) is the largest by market capitalisation: Neonode (NEON) $10.93M, Rank One Computing (ROC) $69.29M, Odysight.ai (ODYS) $32.45M.

Which company is growing faster?

Neonode (NEON) grew revenue fastest over the trailing twelve months: Neonode (NEON) -21.7%, Odysight.ai (ODYS) -82.3%.

Which company is more profitable?

Neonode (NEON) has the highest net margin (Neonode (NEON) 398.1%, Rank One Computing (ROC) -25.4%, Odysight.ai (ODYS) -1,739.4%).

Which stock has performed better?

Over the past year Odysight.ai (ODYS) returned the most: Neonode (NEON) -77.8%, Odysight.ai (ODYS) -27.4%. Over five years, Odysight.ai (ODYS) compounded fastest (Neonode (NEON) -42.0%/yr, Odysight.ai (ODYS) -23.9%/yr). Returns are price only, before dividends.

Which stock is riskier?

By one-year price volatility, Rank One Computing (ROC) has been the steadiest (Neonode (NEON) 72.8%, Rank One Computing (ROC) 71.8%, Odysight.ai (ODYS) 74.5%). Volatility measures how widely the price swings, not the risk of the business.

Which is the better stock, NEON, ROC and ODYS?

There is no single answer; it depends on what you are buying for. On the 12 head-to-head measures on this page, Neonode (NEON) 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.