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HSAI vs AEVA vs LAZR vs OUST

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

Live fundamentals10-year financials5-year price chart
HSAI
Hesai Group

Auto - Parts

Consumer CyclicalNASDAQ • CN
Market Cap$2.21B
5Y Perf.+16.8%
AEVA
Aeva Technologies, Inc.

Auto - Parts

Consumer CyclicalNASDAQ • US
Market Cap$860M
5Y Perf.+52.6%
LAZR
Luminar Technologies, Inc.

Auto - Parts

Consumer CyclicalNASDAQ • US
Market Cap$2M
5Y Perf.-99.9%
OUST
Ouster, Inc.

Hardware, Equipment & Parts

TechnologyNASDAQ • US
Market Cap$1.56B
5Y Perf.+104.3%

HSAI vs AEVA vs LAZR vs OUST — Key Financials

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

Company Snapshot
HSAI logoHSAI
AEVA logoAEVA
LAZR logoLAZR
OUST logoOUST
IndustryAuto - PartsAuto - PartsAuto - PartsHardware, Equipment & Parts
Market Cap$2.21B$860M$2M$1.56B
Revenue (TTM)$2.74B$21M$76M$185M
Net Income (TTM)$428M$-146M$-234M$-56M
Gross Margin41.3%4.6%-21.3%49.0%
Operating Margin4.2%-6.3%-332.8%-37.4%
Forward P/E5.7x
Total Debt$739M$102M$535M$17M
Cash & Equiv.$2.84B$72M$83M$67M

HSAI vs AEVA vs LAZR vs OUSTLong-Term Stock Performance

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

HSAI
AEVA
LAZR
OUST
StockFeb 23May 26Return
Hesai Group (HSAI)100116.8+16.8%
Aeva Technologies, … (AEVA)100152.6+52.6%
Luminar Technologie… (LAZR)1000.1-99.9%
Ouster, Inc. (OUST)100204.3+104.3%

Price return only. Dividends and distributions are not included.

Quick Verdict: HSAI vs AEVA vs LAZR vs OUST

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

Bottom line: HSAI leads in 2 of 6 categories, making it the strongest pick for profitability and margin quality and operational efficiency and capital deployment. Aeva Technologies, Inc. is the stronger pick specifically for growth and revenue expansion. LAZR and OUST also each lead in at least one category. This set spans 2 sectors — these stocks serve different portfolio roles, not just different price points.
HSAI
Hesai Group
The Quality Compounder

HSAI carries the broadest edge in this set and is the clearest fit for quality and efficiency.

  • 15.6% margin vs AEVA's -6.9%
  • 5.9% ROA vs AEVA's -113.9%, ROIC -6.5% vs -162.8%
Best for: quality and efficiency
AEVA
Aeva Technologies, Inc.
The Growth Play

AEVA is the #2 pick in this set and the best alternative if growth exposure and long-term compounding is your priority.

  • Rev growth 99.4%, EPS growth 10.5%, 3Y rev CAGR 62.8%
  • 172.4% 10Y total return vs HSAI's 3.8%
  • 99.4% revenue growth vs LAZR's 8.0%
Best for: growth exposure and long-term compounding
LAZR
Luminar Technologies, Inc.
The Income Pick

LAZR is the clearest fit if your priority is income & stability and sleep-well-at-night.

  • beta 2.40
  • Lower volatility, beta 2.40, current ratio 4.05x
  • Beta 2.40, current ratio 4.05x
  • Beta 2.40 vs AEVA's 3.75
Best for: income & stability and sleep-well-at-night
OUST
Ouster, Inc.
The Momentum Pick

OUST is the clearest fit if your priority is momentum.

  • +196.7% vs LAZR's -98.4%
Best for: momentum
See the full category breakdown
CategoryWinnerWhy
GrowthAEVA logoAEVA99.4% revenue growth vs LAZR's 8.0%
Quality / MarginsHSAI logoHSAI15.6% margin vs AEVA's -6.9%
Stability / SafetyLAZR logoLAZRBeta 2.40 vs AEVA's 3.75
DividendsTieNone of these 4 stocks pay a meaningful dividend
Momentum (1Y)OUST logoOUST+196.7% vs LAZR's -98.4%
Efficiency (ROA)HSAI logoHSAI5.9% ROA vs AEVA's -113.9%, ROIC -6.5% vs -162.8%

HSAI vs AEVA vs LAZR vs OUST — Revenue Breakdown by Segment

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

HSAIHesai Group
FY 2024
Revenue From Lidar Products
93.7%$1.9B
Engineering Design, Development And Validation Service And Solution Revenue
4.8%$100M
Other Product Revenues
0.9%$19M
Service, Other
0.5%$11M
AEVAAeva Technologies, Inc.
FY 2021
Service
80.8%$7M
Product
19.2%$2M
LAZRLuminar Technologies, Inc.
FY 2024
Product
85.1%$86M
Service
14.9%$15M
OUSTOuster, Inc.
FY 2024
Reportable Segment
100.0%$111M

HSAI vs AEVA vs LAZR vs OUST — Financial Metrics

Side-by-side numbers across 4 stocks — who leads on profitability, valuation, growth, and risk.

BEST OVERALLHSAILAGGINGLAZR

Income & Cash Flow (Last 12 Months)

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

HSAI is the larger business by revenue, generating $2.7B annually — 130.8x AEVA's $21M. HSAI is the more profitable business, keeping 15.6% of every revenue dollar as net income compared to AEVA's -6.9%. On growth, AEVA holds the edge at +85.9% YoY revenue growth, suggesting stronger near-term business momentum.

MetricHSAI logoHSAIHesai GroupAEVA logoAEVAAeva Technologies…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.
RevenueTrailing 12 months$2.7B$21M$76M$185M
EBITDAEarnings before interest/tax$264M-$123M-$229M-$60M
Net IncomeAfter-tax profit$428M-$146M-$234M-$56M
Free Cash FlowCash after capex$0-$117M-$209M-$69M
Gross MarginGross profit ÷ Revenue+41.3%+4.6%-21.3%+49.0%
Operating MarginEBIT ÷ Revenue+4.2%-6.3%-3.3%-37.4%
Net MarginNet income ÷ Revenue+15.6%-6.9%-3.1%-30.1%
FCF MarginFCF ÷ Revenue-10.0%-5.6%-2.8%-37.4%
Rev. Growth (YoY)Latest quarter vs prior year+46.7%+85.9%+21.0%+48.9%
EPS Growth (YoY)Latest quarter vs prior year+4.3%+12.5%-2.6%+33.3%
HSAI leads this category, winning 4 of 6 comparable metrics.

Valuation Metrics

HSAI leads this category, winning 2 of 3 comparable metrics.
MetricHSAI logoHSAIHesai GroupAEVA logoAEVAAeva Technologies…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.
Market CapShares × price$2.2B$860M$2M$1.6B
Enterprise ValueMkt cap + debt − cash$1.9B$890M$454M$1.5B
Trailing P/EPrice ÷ TTM EPS-188.31x-5.36x-0.01x-22.91x
Forward P/EPrice ÷ next-FY EPS est.5.69x
PEG RatioP/E ÷ EPS growth rate
EV / EBITDAEnterprise value multiple
Price / SalesMarket cap ÷ Revenue7.24x47.56x0.03x9.21x
Price / BookPrice ÷ Book value/share4.89x58.94x5.28x
Price / FCFMarket cap ÷ FCF
HSAI leads this category, winning 2 of 3 comparable metrics.

Profitability & Efficiency

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

HSAI delivers a 8.0% return on equity — every $100 of shareholder capital generates $8 in annual profit, vs $-3 for AEVA. OUST carries lower financial leverage with a 0.07x debt-to-equity ratio, signaling a more conservative balance sheet compared to AEVA's 7.75x. On the Piotroski fundamental quality scale (0–9), OUST scores 6/9 vs LAZR's 3/9, reflecting solid financial health.

MetricHSAI logoHSAIHesai GroupAEVA logoAEVAAeva Technologies…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.
ROE (TTM)Return on equity+8.0%-2.6%-22.2%
ROA (TTM)Return on assets+5.9%-113.9%-81.0%-15.9%
ROICReturn on invested capital-6.5%-162.8%-123.6%-30.2%
ROCEReturn on capital employed-4.7%-101.2%-118.7%-31.1%
Piotroski ScoreFundamental quality 0–95436
Debt / EquityFinancial leverage0.19x7.75x0.07x
Net DebtTotal debt minus cash-$2.1B$30M$452M-$50M
Cash & Equiv.Liquid assets$2.8B$72M$83M$67M
Total DebtShort + long-term debt$739M$102M$535M$17M
Interest CoverageEBIT ÷ Interest expense11.97x10.40x-3.73x
HSAI leads this category, winning 6 of 9 comparable metrics.

Total Returns (Dividends Reinvested)

OUST leads this category, winning 3 of 6 comparable metrics.

A $10,000 investment in HSAI five years ago would be worth $10,385 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.

MetricHSAI logoHSAIHesai GroupAEVA logoAEVAAeva Technologies…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.
YTD ReturnYear-to-date-9.2%+7.1%-24.1%+4.9%
1-Year ReturnPast 12 months+35.0%+50.6%-98.4%+196.7%
3-Year ReturnCumulative with dividends+132.3%+123.9%-99.9%+449.6%
5-Year ReturnCumulative with dividends+3.8%-70.9%-100.0%-76.1%
10-Year ReturnCumulative with dividends+3.8%+17235.0%-100.0%-74.7%
CAGR (3Y)Annualised 3-year return+32.4%+30.8%-91.4%+76.5%
OUST leads this category, winning 3 of 6 comparable metrics.

Risk & Volatility

Evenly matched — HSAI and LAZR each lead in 1 of 2 comparable metrics.

LAZR is the less volatile stock with a 2.40 beta — it tends to amplify market swings less than AEVA's 3.75 beta. A beta below 1.0 means the stock typically moves less than the S&P 500. HSAI currently trades 70.9% from its 52-week high vs LAZR's 1.3% drawdown — a narrower gap to the peak suggests stronger recent price momentum.

MetricHSAI logoHSAIHesai GroupAEVA logoAEVAAeva Technologies…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.
Beta (5Y)Sensitivity to S&P 5002.52x3.75x2.40x3.51x
52-Week HighHighest price in past year$30.85$38.80$4.82$41.65
52-Week LowLowest price in past year$14.69$8.53$0.05$8.08
% of 52W HighCurrent price vs 52-week peak+70.9%+35.2%+1.3%+58.8%
RSI (14)Momentum oscillator 0–10050.958.236.267.9
Avg Volume (50D)Average daily shares traded1.8M1.5M418K2.3M
Evenly matched — HSAI and LAZR each lead in 1 of 2 comparable metrics.

Analyst Outlook

Insufficient data to determine a leader in this category.

Analyst consensus: HSAI as "Buy", AEVA as "Buy", OUST as "Buy". Consensus price targets imply 51.0% upside for OUST (target: $37) vs 44.1% for HSAI (target: $32).

MetricHSAI logoHSAIHesai GroupAEVA logoAEVAAeva Technologies…LAZR logoLAZRLuminar Technolog…OUST logoOUSTOuster, Inc.
Analyst RatingConsensus buy/hold/sellBuyBuyBuy
Price TargetConsensus 12-month target$31.50$20.00$37.00
# AnalystsCovering analysts289
Dividend YieldAnnual dividend ÷ price
Dividend StreakConsecutive years of raises0
Dividend / ShareAnnual DPS
Buyback YieldShare repurchases ÷ mkt cap0.0%0.0%0.0%0.0%
Insufficient data to determine a leader in this category.
Key Takeaway

HSAI leads in 3 of 6 categories (Income & Cash Flow, Valuation Metrics). OUST leads in 1 (Total Returns). 1 tied.

Best OverallHesai Group (HSAI)Leads 3 of 6 categories
Loading custom metrics...

HSAI vs AEVA vs LAZR vs OUST: Key Questions Answered

9 questions · data-driven answers · updated daily

01

Is HSAI or AEVA or LAZR or OUST a better buy right now?

For growth investors, Aeva Technologies, Inc.

(AEVA) is the stronger pick with 99. 4% revenue growth year-over-year, versus 8. 0% for Luminar Technologies, Inc. (LAZR). Analysts rate Hesai Group (HSAI) 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 is the better long-term investment — HSAI or AEVA or LAZR or OUST?

Over the past 5 years, Hesai Group (HSAI) delivered a total return of +3.

8%, compared to -100. 0% for Luminar Technologies, Inc. (LAZR). Over 10 years, the gap is even starker: AEVA returned +172. 4% 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.

03

Which is safer — HSAI or AEVA or LAZR or OUST?

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

(LAZR) is the lower-risk stock at 2. 40β versus Aeva Technologies, Inc. 's 3. 75β — meaning AEVA is approximately 56% more volatile than LAZR relative to the S&P 500. On balance sheet safety, Ouster, Inc. (OUST) carries a lower debt/equity ratio of 7% versus 8% for Aeva Technologies, Inc. — giving it more financial flexibility in a downturn.

04

Which is growing faster — HSAI or AEVA or LAZR or OUST?

By revenue growth (latest reported year), Aeva Technologies, Inc.

(AEVA) is pulling ahead at 99. 4% versus 8. 0% for Luminar Technologies, Inc. (LAZR). On earnings-per-share growth, the picture is similar: Hesai Group grew EPS 79. 3% year-over-year, compared to 10. 5% for Aeva Technologies, Inc.. Over a 3-year CAGR, AEVA leads at 62. 8% 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.

05

Which has better profit margins — HSAI or AEVA or LAZR or OUST?

Hesai Group (HSAI) is the more profitable company, earning -4.

9% net margin versus -804. 4% for Aeva Technologies, Inc. — meaning it keeps -4. 9% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: HSAI leads at -9. 9% versus -705. 8% for AEVA. 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.

06

Is HSAI or AEVA or LAZR or OUST more undervalued right now?

Analyst consensus price targets imply the most upside for OUST: 51.

0% to $37. 00.

07

Which pays a better dividend — HSAI or AEVA 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.

08

Is HSAI or AEVA or LAZR or OUST better for a retirement portfolio?

For long-horizon retirement investors, Aeva Technologies, Inc.

(AEVA) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (+172. 4% 10Y return). 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 (AEVA: +172. 4%, 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.

09

What are the main differences between HSAI and AEVA and LAZR and OUST?

These companies operate in different sectors (HSAI (Consumer Cyclical) and AEVA (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: HSAI is a small-cap quality compounder stock; AEVA 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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HSAI

High-Growth Compounder

  • Sector: Consumer Cyclical
  • Market Cap > $100B
  • Revenue Growth > 23%
  • Net Margin > 9%
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AEVA

High-Growth Disruptor

  • Sector: Consumer Cyclical
  • Market Cap > $100B
  • Revenue Growth > 42%
Run This Screen
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LAZR

High-Growth Disruptor

  • Sector: Consumer Cyclical
  • Market Cap > $100B
  • Revenue Growth > 10%
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OUST

High-Growth Disruptor

  • Sector: Technology
  • Market Cap > $100B
  • Revenue Growth > 24%
  • Gross Margin > 29%
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(HSAI: 46.7% · AEVA: 85.9%)

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