Key Highlights
- Nvidia’s fiscal Q4 revenue reached $68 billion, surpassing analyst projections, while Q1 guidance stands at $78 billion
- Physical AI applications generated $6 billion in revenue during Nvidia’s fiscal 2026, fueled by robo-taxi and robotics development
- Tesla relies on Nvidia’s computing infrastructure for developing humanoid robots (Optimus) and autonomous taxi services
- Optimus production could generate $25 billion in yearly revenue at scale, assuming 1 million units annually priced around $25,000 each
- Over the trailing 12 months, Tesla shares gained 44% while Nvidia climbed 49%
Shares of Tesla $TSLA slipped 0.5% during Thursday’s premarket session, while Nvidia $NVDA delivered fiscal fourth-quarter results that exceeded Wall Street forecasts.
The chip giant posted $68 billion in quarterly sales, representing substantial growth from $39 billion in the prior-year period. This performance surpassed the $66 billion analyst consensus and exceeded Nvidia’s own guidance bracket of $63.7 to $66.3 billion.
For the current quarter, Nvidia projected $78 billion in sales, topping the Street’s $73 billion estimate. Despite the strong showing, Nvidia shares gained just 1% in early trading.
The connection to Tesla deserves attention.
Tesla operates as a client of Nvidia, utilizing Nvidia’s computational infrastructure to advance what industry experts call “physical AI” — artificial intelligence systems designed to function in real-world environments, including autonomous vehicles and humanoid robots.
During the earnings call, Nvidia CFO Colette Kress disclosed that physical AI applications generated $6 billion in revenue throughout fiscal 2026, which concluded in January. She highlighted Tesla alongside Alphabet’s Waymo as robo-taxi developers leveraging Nvidia’s technology platform.
Kress emphasized that training autonomous vehicles and robots demands significantly greater computational resources compared to developing AI chatbots. This dynamic positions Nvidia favorably as the sector expands.
CEO Jensen Huang characterized AI-powered robotics as a “wonderful opportunity” for Nvidia. The partnership between these companies shows growing mutual dependence — Nvidia requires AI applications to expand at scale, while Tesla depends on Nvidia’s processing capabilities to realize its vision.
The Optimus Opportunity
Tesla CEO Elon Musk has characterized the robotics sector as a multi-trillion-dollar market opportunity. The automaker’s humanoid robot platform, Optimus, is slated for initial commercial sales in 2026, with long-term production ambitions of one million units annually.
With an estimated price of approximately $25,000 per robot, achieving that production milestone would contribute roughly $25 billion in yearly revenue. Tesla’s total revenue for 2025 reached $94.83 billion.
This revenue channel would establish a distinct growth pillar — expanding the company’s business model beyond automotive sales into an entirely new category.
Challenges Remain Present
Musk cautioned investors last month that initial robot manufacturing would prove “agonisingly slow” before reaching volume production. Supply chain complications and manufacturing obstacles present legitimate concerns.
Competition in robotics continues intensifying. Chinese manufacturers are deploying substantial capital into the sector, and if rival companies dominate lower price segments, Tesla’s profit margins could face pressure.
Tesla shares have already appreciated 44% over the past year, leading some market analysts to suggest that current valuations reflect considerable optimism regarding Optimus and autonomous taxi services.
Nvidia stock climbed 49% during the same timeframe.
Heading into Thursday’s session, both equities traded near their 12-month peaks, with market participants monitoring how physical AI demand evolves throughout 2026.
