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Side-by-side financial analysis
PONY logo
PONY
LIDR logo
LIDR
MBLY logo
MBLY
LAZR logo
LAZR
OUST logo
OUST
KO logo
KO
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Stock Comparison

PONY vs LIDR vs MBLY vs LAZR vs OUST vs KO

Revenue, margins, valuation, and 5-year total return — side by side.

Live fundamentals10-year financials5-year price chart
PONY
Pony AI Inc. American Depositary Shares

Rental & Leasing Services

IndustrialsNASDAQ • CN
Market Cap$2.87B
5Y Perf.-37.4%
LIDR
AEye, Inc.

Auto - Parts

Consumer CyclicalNASDAQ • US
Market Cap$74M
5Y Perf.+41.6%
MBLY
Mobileye Global Inc.

Auto - Parts

Consumer CyclicalNASDAQ • IL
Market Cap$7.61B
5Y Perf.-48.3%
LAZR
Luminar Technologies, Inc.

Auto - Parts

Consumer CyclicalNASDAQ • US
Market Cap$2M
5Y Perf.-99.1%
OUST
Ouster, Inc.

Hardware, Equipment & Parts

TechnologyNASDAQ • US
Market Cap$2.53B
5Y Perf.+302.8%
KO
The Coca-Cola Company

Beverages - Non-Alcoholic

Consumer DefensiveNYSE • US
Market Cap$355.61B
5Y Perf.+28.9%

PONY vs LIDR vs MBLY vs LAZR vs OUST vs KO — Key Financials

Market cap, revenue, margins, and valuation side-by-side.

Company Snapshot
PONY logoPONY
LIDR logoLIDR
MBLY logoMBLY
LAZR logoLAZR
OUST logoOUST
KO logoKO
IndustryRental & Leasing ServicesAuto - PartsAuto - PartsAuto - PartsHardware, Equipment & PartsBeverages - Non-Alcoholic
Market Cap$2.87B$74M$7.61B$2M$2.53B$355.61B
Revenue (TTM)$90M$270K$2.01B$66M$185M$49.28B
Net Income (TTM)$-134M$-34M$-4.11B$-378M$-56M$13.70B
Gross Margin15.7%-144.1%48.3%49.0%61.7%
Operating Margin-289.8%-125.8%-209.5%-449.6%-37.4%29.3%
Forward P/E33.7x25.3x
Total Debt$15M$235K$0.00$117M$17M$45.49B
Cash & Equiv.$295M$43M$1.84B$20M$67M$10.27B

PONY vs LIDR vs MBLY vs LAZR vs OUST vs KOLong-Term Stock Performance

Price return indexed to 100 at period start. Dividends excluded.

PONY
LIDR
MBLY
LAZR
OUST
KO
StockNov 24Jun 26Return
Pony AI Inc. Americ… (PONY)10062.6-37.4%
AEye, Inc. (LIDR)100141.6+41.6%
Mobileye Global Inc. (MBLY)10051.7-48.3%
Luminar Technologie… (LAZR)1000.9-99.1%
Ouster, Inc. (OUST)100402.8+302.8%
The Coca-Cola Compa… (KO)100128.9+28.9%

Price return only. Dividends and distributions are not included.

Quick Verdict: PONY vs LIDR vs MBLY vs LAZR vs OUST vs KO

Each card shows where this stock fits in a portfolio — not just who wins on paper.

Bottom line: KO leads in 4 of 7 categories (6-stock set), making it the strongest pick for valuation and capital efficiency and profitability and margin quality. Ouster, Inc. is the stronger pick specifically for growth and revenue expansion and recent price momentum and sentiment. MBLY also leads in specific categories worth noting. This set spans 3 sectors — these stocks serve different portfolio roles, not just different price points.
🥇KO emerged as the overall leader. Track its performance:
PONY
Pony AI Inc. American Depositary Shares
The Defensive Pick

PONY is the clearest fit if your priority is defensive.

  • Beta 3.32, yield 0.2%, current ratio 13.67x
Best for: defensive
LIDR
AEye, Inc.
The Defensive Pick

LIDR is the clearest fit if your priority is sleep-well-at-night.

  • Lower volatility, beta 2.51, Low D/E 0.3%, current ratio 10.46x
Best for: sleep-well-at-night
MBLY
Mobileye Global Inc.
The Defensive Choice

MBLY ranks third and is worth considering specifically for stability.

  • Beta 2.09 vs OUST's 3.93
Best for: stability
LAZR
Luminar Technologies, Inc.
The Consumer Cyclical Pick

LAZR doesn't hold a clear category lead here; it's more of a secondary option in this specific comparison.

Best for: consumer cyclical exposure
OUST
Ouster, Inc.
The Growth Play

OUST is the #2 pick in this set and the best alternative if growth exposure is your priority.

  • Rev growth 52.5%, EPS growth 48.6%, 3Y rev CAGR 60.4%
  • 52.5% revenue growth vs LAZR's -12.4%
  • +104.3% vs LAZR's -98.0%
Best for: growth exposure
KO
The Coca-Cola Company
The Income Pick

KO carries the broadest edge in this set and is the clearest fit for income & stability and long-term compounding.

  • Dividend streak 56 yrs, beta -0.20, yield 2.5%
  • 121.1% 10Y total return vs PONY's -32.1%
  • Better valuation composite
  • 27.8% margin vs LIDR's -127.0%
Best for: income & stability and long-term compounding
See the full category breakdown
CategoryWinnerWhy
GrowthOUST logoOUST52.5% revenue growth vs LAZR's -12.4%
ValueKO logoKOBetter valuation composite
Quality / MarginsKO logoKO27.8% margin vs LIDR's -127.0%
Stability / SafetyMBLY logoMBLYBeta 2.09 vs OUST's 3.93
DividendsKO logoKO2.5% yield, 56-year raise streak, vs PONY's 0.2%, (4 stocks pay no dividend)
Momentum (1Y)OUST logoOUST+104.3% vs LAZR's -98.0%
Efficiency (ROA)KO logoKO13.1% ROA vs LAZR's -164.4%, ROIC 15.8% vs -140.1%

PONY vs LIDR vs MBLY vs LAZR vs OUST vs KO — Revenue Breakdown by Segment

How each company's revenue is distributed across its business units

Discover the Autonomous Vehicle Stocks Theme

These companies are key players in the Autonomous Vehicle Stocks ecosystem. See how they stack up against the rest of the sector.

Explore Theme
PONYPony AI Inc. American Depositary Shares
FY 2025
Product
66.8%$33M
Engineering Solution Services
33.2%$17M
LIDRAEye, Inc.
FY 2025
Product
67.4%$157,000
Technology Service
32.6%$76,000
MBLYMobileye Global Inc.
FY 2025
Mobileye
97.9%$1.9B
Other Operating Segment
2.1%$39M
LAZRLuminar Technologies, Inc.
FY 2025
Product
86.5%$128M
Service
13.5%$20M
OUSTOuster, Inc.
FY 2024
Reportable Segment
100.0%$111M
KOThe Coca-Cola Company
FY 2025
Pacific
84.6%$31.6B
Bottling investments
15.4%$5.7B

PONY vs LIDR vs MBLY vs LAZR vs OUST vs KO — Financial Metrics

Side-by-side numbers across 6 stocks — who leads on profitability, valuation, growth, and risk.

BEST OVERALLKOLAGGINGLAZR

Income & Cash Flow (Last 12 Months)

KO leads this category, winning 4 of 6 comparable metrics.

KO is the larger business by revenue, generating $49.3B annually — 182533.3x LIDR's $270,000. KO is the more profitable business, keeping 27.8% of every revenue dollar as net income compared to LIDR's -127.0%. On growth, LIDR holds the edge at +57.8% YoY revenue growth, suggesting stronger near-term business momentum.

MetricPONY logoPONYPony AI Inc. Amer…LIDR logoLIDRAEye, Inc.MBLY logoMBLYMobileye Global I…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.KO logoKOThe Coca-Cola Com…
RevenueTrailing 12 months$90M$270,000$2.0B$66M$185M$49.3B
EBITDAEarnings before interest/tax-$256M-$34M-$3.8B-$297M-$60M$15.5B
Net IncomeAfter-tax profit-$134M-$34M-$4.1B-$378M-$56M$13.7B
Free Cash FlowCash after capex-$209M-$29M$482M-$200M-$69M$12.6B
Gross MarginGross profit ÷ Revenue+15.7%-144.1%+48.3%+49.0%+61.7%
Operating MarginEBIT ÷ Revenue-2.9%-125.8%-2.1%-4.5%-37.4%+29.3%
Net MarginNet income ÷ Revenue-148.5%-127.0%-2.0%-5.7%-30.1%+27.8%
FCF MarginFCF ÷ Revenue-2.3%-106.7%+23.9%-3.0%-37.4%+25.5%
Rev. Growth (YoY)Latest quarter vs prior year+16.3%+57.8%+27.4%-43.3%+48.9%+12.1%
EPS Growth (YoY)Latest quarter vs prior year+110.8%-63.6%-35.0%-98.4%+33.3%+18.2%
KO leads this category, winning 4 of 6 comparable metrics.

Valuation Metrics

Evenly matched — MBLY and KO each lead in 2 of 6 comparable metrics.

On an enterprise value basis, KO's 26.4x EV/EBITDA is more attractive than MBLY's 74.9x.

MetricPONY logoPONYPony AI Inc. Amer…LIDR logoLIDRAEye, Inc.MBLY logoMBLYMobileye Global I…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.KO logoKOThe Coca-Cola Com…
Market CapShares × price$2.9B$74M$7.6B$2M$2.5B$355.6B
Enterprise ValueMkt cap + debt − cash$2.6B$31M$5.8B$454M$2.5B$390.8B
Trailing P/EPrice ÷ TTM EPS-23.29x-1.78x-19.46x-0.01x-37.20x27.18x
Forward P/EPrice ÷ next-FY EPS est.33.74x25.27x
PEG RatioP/E ÷ EPS growth rate2.43x
EV / EBITDAEnterprise value multiple74.94x26.39x
Price / SalesMarket cap ÷ Revenue31.83x318.04x4.02x0.03x14.96x7.42x
Price / BookPrice ÷ Book value/share1.81x0.74x0.64x8.57x10.40x
Price / FCFMarket cap ÷ FCF14.54x67.15x
Evenly matched — MBLY and KO each lead in 2 of 6 comparable metrics.

Profitability & Efficiency

KO leads this category, winning 6 of 9 comparable metrics.

KO delivers a 41.1% return on equity — every $100 of shareholder capital generates $41 in annual profit, vs $-56 for LIDR. LIDR carries lower financial leverage with a 0.00x debt-to-equity ratio, signaling a more conservative balance sheet compared to KO's 1.33x. On the Piotroski fundamental quality scale (0–9), KO scores 7/9 vs LAZR's 3/9, reflecting strong financial health.

MetricPONY logoPONYPony AI Inc. Amer…LIDR logoLIDRAEye, Inc.MBLY logoMBLYMobileye Global I…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.KO logoKOThe Coca-Cola Com…
ROE (TTM)Return on equity-12.4%-56.2%-37.3%-22.2%+41.1%
ROA (TTM)Return on assets-11.4%-48.5%-35.5%-164.4%-15.9%+13.1%
ROICReturn on invested capital-20.9%-100.7%-3.2%-140.1%-30.2%+15.8%
ROCEReturn on capital employed-19.4%-64.7%-3.6%-198.6%-31.1%+17.3%
Piotroski ScoreFundamental quality 0–9455367
Debt / EquityFinancial leverage0.01x0.00x0.07x1.33x
Net DebtTotal debt minus cash-$280M-$43M-$1.8B$96M-$50M$35.2B
Cash & Equiv.Liquid assets$295M$43M$1.8B$20M$67M$10.3B
Total DebtShort + long-term debt$15M$235,000$0$117M$17M$45.5B
Interest CoverageEBIT ÷ Interest expense-80.57x-6.16x10.70x
KO leads this category, winning 6 of 9 comparable metrics.

Total Returns (Dividends Reinvested)

OUST leads this category, winning 4 of 6 comparable metrics.

A $10,000 investment in KO five years ago would be worth $16,560 today (with dividends reinvested), compared to $2 for LAZR. Over the past 12 months, OUST leads with a +104.3% total return vs LAZR's -98.0%. The 3-year compound annual growth rate (CAGR) favors OUST at 89.8% vs LAZR's -91.5% — a key indicator of consistent wealth creation.

MetricPONY logoPONYPony AI Inc. Amer…LIDR logoLIDRAEye, Inc.MBLY logoMBLYMobileye Global I…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.KO logoKOThe Coca-Cola Com…
YTD ReturnYear-to-date-49.3%-24.2%-16.8%-24.1%+70.3%+20.3%
1-Year ReturnPast 12 months-35.8%+86.2%-41.2%-98.0%+104.3%+17.2%
3-Year ReturnCumulative with dividends-32.1%-70.4%-76.6%-99.9%+583.8%+47.0%
5-Year ReturnCumulative with dividends-32.1%-99.5%-67.8%-100.0%-64.9%+65.6%
10-Year ReturnCumulative with dividends-32.1%-99.5%-67.8%-100.0%-59.0%+121.1%
CAGR (3Y)Annualised 3-year return-12.1%-33.4%-38.4%-91.5%+89.8%+13.7%
OUST leads this category, winning 4 of 6 comparable metrics.

Risk & Volatility

KO leads this category, winning 2 of 2 comparable metrics.

KO is the less volatile stock with a -0.20 beta — it tends to amplify market swings less than OUST's 3.93 beta. A beta below 1.0 means the stock typically moves less than the S&P 500. KO currently trades 98.3% from its 52-week high vs LAZR's 1.6% drawdown — a narrower gap to the peak suggests stronger recent price momentum.

MetricPONY logoPONYPony AI Inc. Amer…LIDR logoLIDRAEye, Inc.MBLY logoMBLYMobileye Global I…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.KO logoKOThe Coca-Cola Com…
Beta (5Y)Sensitivity to S&P 5003.32x2.51x2.09x2.19x3.93x-0.20x
52-Week HighHighest price in past year$24.92$6.44$20.18$3.86$49.39$84.04
52-Week LowLowest price in past year$7.95$0.71$6.47$0.05$16.40$65.35
% of 52W HighCurrent price vs 52-week peak+32.7%+24.8%+46.3%+1.6%+80.6%+98.3%
RSI (14)Momentum oscillator 0–10038.636.749.036.254.660.6
Avg Volume (50D)Average daily shares traded4.3M3.4M6.0M418K4.0M12.7M
KO leads this category, winning 2 of 2 comparable metrics.

Analyst Outlook

KO leads this category, winning 2 of 2 comparable metrics.

Analyst consensus: PONY as "Buy", LIDR as "Hold", MBLY as "Buy", OUST as "Hold", KO as "Buy". Consensus price targets imply 650.0% upside for LIDR (target: $12) vs 4.2% for KO (target: $86). For income investors, KO offers the higher dividend yield at 2.46% vs PONY's 0.21%.

MetricPONY logoPONYPony AI Inc. Amer…LIDR logoLIDRAEye, Inc.MBLY logoMBLYMobileye Global I…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.KO logoKOThe Coca-Cola Com…
Analyst RatingConsensus buy/hold/sellBuyHoldBuyHoldBuy
Price TargetConsensus 12-month target$23.00$12.00$13.32$56.00$86.13
# AnalystsCovering analysts2426948
Dividend YieldAnnual dividend ÷ price+0.2%+2.5%
Dividend StreakConsecutive years of raises0156
Dividend / ShareAnnual DPS$0.02$2.04
Buyback YieldShare repurchases ÷ mkt cap0.0%0.0%+1.3%0.0%0.0%+0.2%
KO leads this category, winning 2 of 2 comparable metrics.
Key Takeaway

KO leads in 4 of 6 categories (Income & Cash Flow, Profitability & Efficiency). OUST leads in 1 (Total Returns). 1 tied.

Best OverallThe Coca-Cola Company (KO)Leads 4 of 6 categories
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PONY vs LIDR vs MBLY vs LAZR vs OUST vs KO: Key Questions Answered

10 questions · data-driven answers · updated daily

01

Is PONY or LIDR or MBLY or LAZR or OUST or KO a better buy right now?

For growth investors, Ouster, Inc.

(OUST) is the stronger pick with 52. 5% revenue growth year-over-year, versus -12. 4% for Luminar Technologies, Inc. (LAZR). The Coca-Cola Company (KO) offers the better valuation at 27. 2x trailing P/E (25. 3x forward), making it the more compelling value choice. Analysts rate Pony AI Inc. American Depositary Shares (PONY) a "Buy" — based on 2 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.

02

Which has the better valuation — PONY or LIDR or MBLY or LAZR or OUST or KO?

On forward P/E, The Coca-Cola Company is actually cheaper at 25.

3x.

03

Which is the better long-term investment — PONY or LIDR or MBLY or LAZR or OUST or KO?

Over the past 5 years, The Coca-Cola Company (KO) delivered a total return of +65.

6%, compared to -100. 0% for Luminar Technologies, Inc. (LAZR). Over 10 years, the gap is even starker: KO returned +121. 1% 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.

04

Which is safer — PONY or LIDR or MBLY or LAZR or OUST or KO?

By beta (market sensitivity over 5 years), The Coca-Cola Company (KO) is the lower-risk stock at -0.

20β versus Ouster, Inc. 's 3. 93β — meaning OUST is approximately -2061% more volatile than KO relative to the S&P 500. On balance sheet safety, AEye, Inc. (LIDR) carries a lower debt/equity ratio of 0% versus 133% for The Coca-Cola Company — giving it more financial flexibility in a downturn.

05

Which is growing faster — PONY or LIDR or MBLY or LAZR or OUST or KO?

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

(OUST) is pulling ahead at 52. 5% versus -12. 4% for Luminar Technologies, Inc. (LAZR). On earnings-per-share growth, the picture is similar: Mobileye Global Inc. grew EPS 87. 4% year-over-year, compared to 23. 6% for The Coca-Cola Company. 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.

06

Which has better profit margins — PONY or LIDR or MBLY or LAZR or OUST or KO?

The Coca-Cola Company (KO) is the more profitable company, earning 27.

3% net margin versus -145. 7% for AEye, Inc. — meaning it keeps 27. 3% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: KO leads at 28. 7% versus -136. 2% for LIDR. At the gross margin level — before operating expenses — KO leads at 61. 6%, 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.

07

Is PONY or LIDR or MBLY or LAZR or OUST or KO more undervalued right now?

On forward earnings alone, The Coca-Cola Company (KO) trades at 25.

3x forward P/E versus 33. 7x for Mobileye Global Inc. — 8. 5x cheaper on a one-year earnings basis. Analyst consensus price targets imply the most upside for LIDR: 650. 0% to $12. 00.

08

Which pays a better dividend — PONY or LIDR or MBLY or LAZR or OUST or KO?

In this comparison, KO (2.

5% yield), PONY (0. 2% yield) pay a dividend. LIDR, MBLY, LAZR, OUST do not pay a meaningful dividend and should not be held primarily for income.

09

Is PONY or LIDR or MBLY or LAZR or OUST or KO better for a retirement portfolio?

For long-horizon retirement investors, The Coca-Cola Company (KO) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β -0.

20), 2. 5% yield, +121. 1% 10Y return). Luminar Technologies, Inc. (LAZR) carries a higher beta of 2. 19 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (KO: +121. 1%, 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.

10

What are the main differences between PONY and LIDR and MBLY and LAZR and OUST and KO?

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

In terms of investment character: PONY is a small-cap high-growth stock; LIDR is a small-cap high-growth stock; MBLY is a small-cap quality compounder stock; LAZR is a small-cap quality compounder stock; OUST is a small-cap high-growth stock; KO is a large-cap quality compounder stock. KO pays a dividend while PONY, LIDR, MBLY, LAZR, OUST do not, making them suitable for different income and tax situations. 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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