NEON vs CODA vs MVIS vs OUST vs LIDR

For growth investors, Ouster, Inc.

(OUST) is the stronger pick with 52. 5% revenue growth year-over-year, versus -74. 3% for MicroVision, Inc. (MVIS). Neonode Inc. (NEON) offers the better valuation at 3. 6x trailing P/E, making it the more compelling value choice. Analysts rate Coda Octopus Group, Inc. (CODA) a "Buy" — based on 1 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.

On trailing P/E, Neonode Inc.

(NEON) is the cheapest at 3. 6x versus Coda Octopus Group, Inc. at 32. 2x.

Over the past 5 years, Coda Octopus Group, Inc.

(CODA) delivered a total return of +49. 7%, compared to -99. 4% for AEye, Inc. (LIDR). Over 10 years, the gap is even starker: CODA returned +844. 4% versus LIDR's -99. 4%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.

By beta (market sensitivity over 5 years), Neonode Inc.

(NEON) is the lower-risk stock at 0. 94β versus Ouster, Inc. 's 3. 51β — meaning OUST is approximately 273% more volatile than NEON relative to the S&P 500. On balance sheet safety, AEye, Inc. (LIDR) carries a lower debt/equity ratio of 0% versus 66% for MicroVision, Inc. — giving it more financial flexibility in a downturn.

By revenue growth (latest reported year), Ouster, Inc.

(OUST) is pulling ahead at 52. 5% versus -74. 3% for MicroVision, Inc. (MVIS). On earnings-per-share growth, the picture is similar: Neonode Inc. grew EPS 224. 4% year-over-year, compared to -226. 7% for AEye, Inc.. Over a 3-year CAGR, OUST leads at 60. 4% 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.

Neonode Inc.

(NEON) is the more profitable company, earning 411. 9% net margin versus -145. 7% for AEye, Inc. — meaning it keeps 411. 9% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: CODA leads at 17. 1% versus -136. 2% for LIDR. At the gross margin level — before operating expenses — NEON leads at 98. 7%, 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.

Analyst consensus price targets imply the most upside for MVIS: 711.

7% to $5. 00.

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.

For long-horizon retirement investors, Coda Octopus Group, Inc.

(CODA) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β 1. 00), +844. 4% 10Y return). AEye, Inc. (LIDR) carries a higher beta of 2. 22 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (CODA: +844. 4%, LIDR: -99. 4%), 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.

These companies operate in different sectors (NEON (Technology) and CODA (Industrials) and MVIS (Technology) and OUST (Technology) and LIDR (Consumer Cyclical)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.

In terms of investment character: NEON is a small-cap deep-value stock; CODA is a small-cap high-growth stock; MVIS is a small-cap quality compounder stock; OUST is a small-cap high-growth stock; LIDR 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.