NVIDIA vs Scale AI: Revenue, Profit and Business Model
NVIDIA had $215.9B of annual revenue in FY2026 and $120.1B of net income. Scale AI had $870M (unaudited) of annual revenue in FY2024.
Latest financial snapshot
Financial summary
NVIDIA
NVIDIA's revenue rose from $27.0B in fiscal 2023 to $60.9B in FY2024, $130.5B in FY2025 and $215.9B in FY2026, which ended January 25, 2026. FY2026 GAAP net income was $120.1B, operating cash flow was $102.7B and company-defined free cash flow was $96.6B. Growth continued into fiscal 2027: Q2 (ended July 26, 2026) revenue was $96.2B, including $89.0B of Data Center revenue, with a 75.0% GAAP gross margin and $59.7B GAAP net income. The $108.0B Q3 FY2027 revenue figure, plus or minus 2%, was management guidance, not a reported result; the outlook assumed no Data Center compute revenue from China. NVIDIA returned about $26.0B to shareholders in Q2, and reported about $99.0B remaining under its repurchase authorization at quarter-end. Its May 2026 dividend increase to $0.25 per share is separate from the repurchase authorization.
Scale AI
Scale is private and does not publish audited results. Bloomberg reported about $870 million of revenue in 2024 and a target near $2 billion for 2025 before the Meta deal. After OpenAI and Google pulled back, that target looked out of reach, but CEO Jason Droege wrote in early 2026 that 2025 was Scale's biggest revenue year, with more than $1 billion in new business and nearly half of bookings in Q4. The company valued itself at more than $29 billion in the June 2025 Meta transaction, up from $13.8 billion in its May 2024 Series F. Net income has not been disclosed, though Scale says the data business is now profitable. Scale AI is an absolute powerhouse in the artificial intelligence infrastructure sector, providing massive data labeling and RLHF services with a private market valuation of approximately $13.8 billion.
Revenue and profit by year
NVIDIA
| Year | Revenue | Net income | Margin | Growth | Source |
|---|---|---|---|---|---|
| FY2026 | $215.9B | $120.1B | 55.6% | +65.5% | Source |
| FY2025 | $130.5B | $72.9B | 55.8% | +114.2% | Source |
| FY2024 | $60.9B | $29.8B | 48.8% | +125.9% | Source |
| FY2023 | $27B | $4.4B | 16.2% | +0.2% | Source |
| FY2022 | $26.9B | $9.8B | 36.2% | +61.4% | Source |
| FY2021 | $16.7B | $4.3B | 26.0% | +52.7% | Source |
| FY2020 | $10.9B | $2.8B | 25.6% | -6.8% | Source |
| FY2019 | $11.7B | $4.1B | 35.3% | +20.6% | Source |
| FY2018 | $9.7B | $3B | 31.4% | +40.6% | Source |
| FY2017 | $6.9B | $1.7B | 24.1% | — | Source |
Scale AI
| Year | Revenue | Net income | Margin | Growth | Source |
|---|---|---|---|---|---|
| FY2024 (unaudited) | $870M | — | — | — | Source |
| FY2023 | $335M | — | — | — | Source |
| FY2022 (unaudited) | $290M | — | — | — | Source |
Where the revenue comes from
NVIDIA
- Data CenterDominant
GPU accelerators, AI systems, networking, and software for cloud, enterprise, and supercomputing customers.
- GamingMaterial
GeForce GPUs and gaming-platform products for PC gamers, creators, and consumer AI PCs.
- Professional Visualization
Complementary
Workstation GPUs, visualization, simulation, and Omniverse-related products.
- AutomotiveGrowth
Automotive compute, software, and autonomous-driving platforms.
- Software And ServicesGrowth
Enterprise AI software, cloud services, libraries, and platform subscriptions layered on hardware.
Scale AI
- Data business
Not disclosed
Training data, RL environments, robotics data and evaluations for AI labs and large technology companies; profitable since the second half of 2025, per the company.
- Applications: enterprise
Not disclosed
Generative AI applications for companies such as Mayo Clinic, BP and Allianz.
- Applications: public sector
Not disclosed
AI programs for the U.S. Department of War and international governments including Qatar, the UK, Saudi Arabia and the UAE.
Business model and strategy
NVIDIA
How it makes money
NVIDIA is a fabless chip and systems company: it designs GPUs, CPUs, networking and software, and outsources manufacturing mainly to TSMC. Data Center is the core business, at $193.7B of FY2026 revenue (about 90%) and $89.0B of the $96.2B earned in Q2 FY2027.
Growth strategy
NVIDIA wants to sell the whole AI factory, not just accelerators. It ships a new architecture roughly every year: Blackwell, then Blackwell Ultra, then Vera Rubin, which reached full production in mid-2026. Each rack combines GPUs, Vera CPUs, NVLink, Spectrum-6 switches and BlueField DPUs.
Competitive advantage
NVIDIA's lead comes from three things working together. CUDA has been in use since 2006 and much of the AI software stack is tuned for it. NVIDIA sells full systems that tie compute, NVLink and networking into one rack. Its scale also gets it priority access to TSMC wafers and high-bandwidth memory.
Scale AI
How it makes money
Scale AI earns money in two ways. Its data business charges AI labs and large technology companies for training data, reinforcement learning environments and model evaluations, produced by software pipelines plus a paid contributor network run through Outlier and Remotasks; the company says it has paid contributors more than $1 billion over ten years.
Growth strategy
Scale's 2026 plan, as described by its leadership, is to move technical capabilities from the data business into applications faster, invest in a unified AI-native platform for enterprise and government customers, and expand abroad. It opened or grew offices in New York, London, Washington, D.C., Doha, St.
Competitive advantage
Scale's advantages are scale, track record and government access. It has applied what it calls 15 billion human decisions to train leading models across 150 languages and locales, it runs SEAL benchmarks such as Humanity's Last Exam and SWE-Bench Pro that labs cite at launch, and it holds U.S.
Questions about NVIDIA vs Scale AI
Which company has higher revenue — NVIDIA Corporation or Scale AI, Inc.?
NVIDIA Corporation had $215.9B (FY2026), while Scale AI, Inc. had $870.0M (unaudited) (FY2024). By latest annual revenue, NVIDIA Corporation is the larger business, with Scale AI, Inc. showing a smaller revenue base. Note: these are from different fiscal years and are not a direct like-for-like comparison.
What is the market cap of NVIDIA Corporation vs Scale AI, Inc.?
NVIDIA Corporation has a market capitalisation of $5.45T. A public market cap figure for Scale AI, Inc. was not available (it may be privately held).
How does revenue per employee compare for NVIDIA Corporation and Scale AI, Inc.?
NVIDIA Corporation has $5.14M / employee in revenue per employee, while Scale AI, Inc. has $725k / employee. Headcounts may use different dates, so the ratio alone does not establish which business operates more efficiently.
How do NVIDIA Corporation and Scale AI, Inc. make money?
NVIDIA Corporation and Scale AI, Inc. generate revenue in fundamentally different ways. NVIDIA Corporation: NVIDIA is a fabless chip and systems company: it designs GPUs, CPUs, networking and software, and outsources manufacturing mainly to TSMC. Scale AI, Inc.: Scale AI earns money in two ways.
Is NVIDIA Corporation bigger than Scale AI, Inc.?
By last reported revenue, NVIDIA Corporation ($215.9B (FY2026)) is the larger company compared to Scale AI, Inc. ($870.0M (unaudited) (FY2024)). Revenue scale is one dimension of size — market capitalisation, employee count, and geographic reach are also relevant depending on the context.
Figures come from each company's filings and the sources linked beside them. Amounts reported in another currency are shown in US dollars at an approximate rate and marked with ~. Back to the NVIDIA vs Scale AI overview