As the race for artificial intelligence dominance intensifies in 2026, investors are weighing the infrastructure-heavy approach of Nebius Group N.V. (NBIS +3.01%) against the software-driven model of SoundHound AI Inc (SOUN +1.36%).

NBIS & SOUN: Performance Comparison

Key Financial Metrics

Nebius Group Stock Quote

NBIS – Nebius Group

$217.25

+3.01% (+$6.34)

Market Cap

$57B

52wk Range

$63.26 – $299.86

Gross Margin

18.81%

P/E Ratio

797.69

EPS (TTM)

$-0.13

SoundHound AI Stock Quote

SOUN – SoundHound AI

$7.09

+1.36% (+$0.10)

Market Cap

$3.1B

52wk Range

$5.65 – $22.17

Gross Margin

33.03%

P/E Ratio

-11.35

EPS (TTM)

$-0.62

Nebius provides the physical and digital foundation for companies to build AI models, while SoundHound focuses on conversational interfaces for consumer-facing businesses. Both are high-growth players, but they carry vastly different financial profiles and operational risks.

The case for Nebius Group N.V.

Nebius operates an Amsterdam-based cloud platform designed to support every stage of the artificial intelligence development cycle. The company provides infrastructure for data processing and model training for clients in fields like healthcare and financial services. The company reports over 1,300 employees and serves AI builders and enterprises across media, entertainment, and retail segments.

In FY 2025, revenue reached nearly $529.8 million, representing a significant year-over-year increase of roughly 350%. The company reported net income of close to $101.7 million for the same period. This resulted in a net margin of approximately 19.2%, demonstrating the company’s ability to generate profit as it scales its cloud footprint. The company moved from a net loss of $641.4 million in fiscal year 2024 to profitability of $101 million in 2025.

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As of its December 2025 balance sheet, the debt-to-equity ratio, which compares total debt to shareholder equity, is approximately 1.1x. The so-called current ratio, a measure of a company’s ability to cover short-term debts with short-term assets, stands at roughly 3.1x. Free cash flow was approximately negative $3.7 billion. Note that stock-based compensation (SBC) accounted for roughly 21.6% of operating cash flow, which inflates reported cash generation, as SBC is a non-cash expense added back in the cash flow statement.

The case for SoundHound AI

SoundHound AI is a leader among tech stocks providing voice-enabled solutions that allow businesses to add conversational interfaces to their products. The company has secured significant commercial agreements, including an expanded partnership with Casey’s to deploy voice ordering across 2,600 convenience stores. In its latest annual report, filed as the 2025 Form 10-K, the company reported approximately 809 global employees as of the end of the calendar year.

In FY 2025, SoundHound generated revenue of approximately $168.9 million, marking a year-over-year increase of nearly 100%. While the company is still scaling, its net loss narrowed to roughly $14.0 million from a much larger loss in the previous fiscal year. Revenue grew from $84.7 million in FY 2024, demonstrating the rapid adoption of its voice-enabled artificial intelligence platform and a net margin of negative 8.3%.

As of its December 2025 balance sheet, SoundHound maintains a debt-to-equity ratio of 0.0x, meaning it carries no debt relative to its equity. Its so-called current ratio of 4.6x is very high, providing a substantial cushion to fund its ongoing operations and acquisitions. Free cash flow, the cash a company generates after subtracting capital expenditures from its operational cash flow, was negative $103.1 million for the year.

Risk profile comparison

Nebius faces significant risks related to its capital-intensive business model, as building and maintaining global AI data centers requires billions of dollars. The company must compete against massive incumbents like Microsoft Corp (MSFT +0.57%) and Amazon.com Inc (AMZN -0.48%) that have significantly deeper pockets and established customer bases. Furthermore, its rapid revenue growth may be difficult to sustain as the market for specialized AI cloud services matures.

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SoundHound faces legal exposure, including a class action lawsuit in California regarding alleged unauthorized recording of customer phone calls. The company also relies heavily on an acquisition-led growth strategy, which carries the risk of integration challenges if it cannot successfully merge companies like LivePerson Inc (LPSN +2.04%) into its core business. Finally, SoundHound competes with the integrated voice assistants developed by tech giants such as Alphabet Inc (GOOGL -0.49%) and Apple Inc (AAPL -0.37%).

Valuation comparison

SoundHound AI currently offers a lower P/S ratio, while neither business has a forward price-to-earnings ratio (forward P/E) because they are not expected to turn a profit in the coming year.

Metric Nebius Group N.V. SoundHound AI
Forward P/E n/a n/a
P/S ratio 43.8x 14.5x

Valuation metrics sourced from Financial Modeling Prep (FMP) and may differ from other data providers.

Which stock would I buy in 2026?

AI is suddenly so ubiquitous in our everyday lives and so popular in the stock market that it can be difficult to gauge long-term prospects for related stocks.

Nebius Group, N.V. is a newcomer to AI. It used to be part of the Russian Internet giant Yandex. It was split from Yandex to separate the Russian (Yandex) parts of the business from the non-Russian (Nebius) parts. That left Nebius with a lot of cash and a few unconnected businesses. Just last year, Nebius decided to go all-in on AI, electing to use its large cash pile to buy up thousands of top-tier chips from Nvidia (NVDA +0.84%) and turn itself into a hyperscaler. The audacious move paid off, with annual sales topping $500 million last year. The year prior, before it dove into AI, it sold less than a fifth of that.

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To SoundHound AI’s benefit, it’s the more established business of the two, having been involved in speech recognition since being founded in 2005. In the past year, the company has chalked up impressive results, including counting 12 of the world’s 15 largest banks, 4 of the 5 largest automakers, and 4 of the 5 largest airlines among its customers.

It’s fair to question what competitive moat an AI speech recognition business has in an age where AI’s capabilities are growing by leaps and bounds. It’s not beyond the realm of possibility that larger competitors like Alphabet or Apple could take over the speech recognition space by leveraging their massive war chests and the popularity of their other products.

If you can justify NBIS’s very high valuation and believe AI is a long-term, transformational technology, then Nebius Group and its aggressive push to be counted among the giants of AI make it the choice. The lessons of AI, so far, are that size matters.


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Shin John
Shin JohnYtv Market News
Share-market news writer and analyst with deep experience covering equities, commodities, forex, and cryptocurrencies for readers in the USA, UK, Canada, and Australia. Ytv Market News delivers timely market updates, practical trading insights, and clear explanations of macro and company-level catalysts that move prices. Combines on-the-ground financial reporting with technical analysis, using concise charts and actionable ideas to help investors and traders make smarter decisions.