Aeye Inc (LIDR)vsNVIDIA Corporation (NVDA)
LIDR
Aeye Inc
$1.80
-8.16%
TECHNOLOGY · Cap: $83.37M
NVDA
NVIDIA Corporation
$205.10
+3.54%
TECHNOLOGY · Cap: $5.40T
Smart Verdict
WallStSmart Research — data-driven comparison
NVIDIA Corporation generates 93885457% more annual revenue ($253.49B vs $270,000). NVDA leads profitability with a 63.0% profit margin vs 0.0%. NVDA earns a higher WallStSmart Score of 80/100 (A-).
LIDR
Avoid32
out of 100
Grade: F
NVDA
Exceptional Buy80
out of 100
Grade: A-
Intrinsic Value Comparison
Multi-model valuation · Graham Formula
Intrinsic value data unavailable for LIDR.
Margin of Safety
-71.9%
Fair Value
$119.30
Current Price
$205.10
$85.80 premium
Key Strengths & Concerns
Side-by-side fundamental analysis
Key Strengths
Reasonable price relative to book value
Revenue surging 57.8% year-over-year
Conservative balance sheet, low leverage
Mega-cap, among the largest globally
Every $100 of equity generates 82 in profit
Keeps 63 of every $100 in revenue as profit
Strong operational efficiency at 65.6%
Revenue surging 85.2% year-over-year
Earnings expanding 214.5% YoY
Areas to Watch
0.0% earnings growth
Smaller company, higher risk/reward
0.0% margin — thin
ROE of -46.2% — below average capital efficiency
Premium valuation, high expectations priced in
Weak financial health signals
Trading at 31.7x book value
Comparative Analysis Report
WallStSmart ResearchBull Case : LIDR
The strongest argument for LIDR centers on Price/Book, Revenue Growth, Debt/Equity. Revenue growth of 57.8% demonstrates continued momentum.
Bull Case : NVDA
The strongest argument for NVDA centers on Market Cap, Return on Equity, Profit Margin. Profitability is solid with margins at 63.0% and operating margin at 65.6%. Revenue growth of 85.2% demonstrates continued momentum.
Bear Case : LIDR
The primary concerns for LIDR are EPS Growth, Market Cap, Profit Margin.
Bear Case : NVDA
The primary concerns for NVDA are P/E Ratio, Piotroski F-Score, Price/Book.
Key Dynamics to Monitor
LIDR profiles as a hypergrowth stock while NVDA is a growth play — different risk/reward profiles.
LIDR carries more volatility with a beta of 2.77 — expect wider price swings.
NVDA is growing revenue faster at 85.2% — sustainability is the question.
NVDA generates stronger free cash flow (48.6B), providing more financial flexibility.
Bottom Line
NVDA scores higher overall (80/100 vs 32/100), backed by strong 63.0% margins and 85.2% revenue growth. Both earn "Exceptional Buy" and "Avoid" ratings respectively — the choice depends on your investment horizon and risk tolerance.
This analysis is generated from publicly available financial data. Not financial advice.
Aeye Inc
TECHNOLOGY · SOFTWARE - INFRASTRUCTURE · USA
Aeye Inc (LIDR) is a pioneering technology firm that specializes in sophisticated LiDAR solutions designed to enhance the capabilities of autonomous vehicles and smart infrastructure. Through its proprietary artificial intelligence algorithms and adaptive LiDAR systems, Aeye offers high-performance, cost-effective sensing solutions that significantly improve safety and reliability in real-time applications. With a robust intellectual property portfolio and strategic partnerships bolstering its market position, Aeye is well-equipped to capitalize on the rapidly growing demand for advanced perception systems in the automotive and smart city sectors, solidifying its role as a leader in the evolving landscape of autonomous technologies.
NVIDIA Corporation
TECHNOLOGY · SEMICONDUCTORS · USA
Nvidia Corporation is an American multinational technology company incorporated in Delaware and based in Santa Clara, California. It designs graphics processing units (GPUs) for the gaming and professional markets, as well as system on a chip units (SoCs) for the mobile computing and automotive market.
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