Moonshot AI has confidentially filed for a Hong Kong initial public offering that could raise about $3 billion, according to Reuters. The developer of the Kimi AI assistant is simultaneously in early-stage talks with Microsoft Corp. (NASDAQ: MSFT), Amazon.com Inc. (NASDAQ: AMZN), and Alphabet Inc. (NASDAQ: GOOGL) (NASDAQ: GOOG) regarding potential revenue-sharing agreements.

The company is valued at $50 billion in a funding round currently in progress. Since 2023, Moonshot has raised more than $5.5 billion. These discussions with major U.S. cloud providers represent a significant strategic shift for the Chinese AI upstart as it prepares to access public markets.

US Cloud Giants Eye Kimi K3

Moonshot is negotiating with Azure, Amazon Web Services, and Google Cloud over revenue-sharing pacts for its Kimi K3 model. Reuters reported that Moonshot is seeking as much as 30% of revenue generated from K3-related services. Any finalized agreement would mark the first major revenue-sharing pact between a Chinese AI developer and a leading U.S. cloud provider.

Kimi K3 features 2.8 trillion parameters, which Moonshot claims makes it the world's largest open-weight model. The sheer size of the model makes it expensive to operate. Demand following its July launch strained Moonshot's computing capacity, highlighting why access to U.S. cloud infrastructure is critical for scaling operations.

Alibaba Is Backer, Rival and Compute Supplier

Alibaba Group Holding Ltd. (NYSE: BABA) invested about $800 million for roughly 36% of Moonshot in fiscal 2024. This investment implied a valuation near $2.2 billion at the time. Moonshot's current reported valuation of $50 billion is roughly 23 times higher than that earlier figure. Due to subsequent funding rounds, Alibaba's current ownership stake remains unclear.

Moonshot holds a computing agreement granting it access to about 20,000 Nvidia chips through Alibaba. However, Alibaba also competes directly with Moonshot through its own Qwen models. Polymarket traders assign Alibaba a 76% chance of having China's highest-ranked AI model by the end of September, compared to about 17% for Moonshot. Nearly $198,000 has traded on this market, which resolves based on Arena.ai's Text Arena leaderboard on Sept. 30.

Washington Risk Hangs Over IPO

U.S. officials have accused Moonshot of using restricted Nvidia Corp. (NASDAQ: NVDA) chips and distilling capabilities from Anthropic models. Treasury Secretary Scott Bessent has stated he may add the company to a U.S. trade blacklist. Moonshot disputes the allegation regarding model distillation.

These regulatory concerns place the ongoing U.S. cloud talks in an unusual position. Microsoft, Amazon, and Google are exploring deeper ties with one of China's leading AI companies just as it prepares to go public while facing potential restrictions from Washington.

What the Numbers Show

The divergence between Moonshot's implied valuation in fiscal 2024 ($2.2 billion) and its current reported valuation ($50 billion) highlights the rapid capital appreciation driven by recent funding rounds. While Alibaba retains a significant historical footprint with its $800 million investment, the 23-fold increase in valuation suggests substantial dilution or new capital injection that has reshaped the ownership structure, leaving Alibaba's current percentage stake undefined.

Microsoft Corp., Amazon.com Inc., and Alphabet Inc. are in early talks with China's Moonshot AI regarding revenue-sharing agreements for its Kimi K3 model. These negotiations occur weeks after US Treasury Secretary Scott Bessent warned he might add the Chinese firm to a trade blacklist.

Moonshot AI is seeking up to 30% of the revenue generated by K3-related services hosted on Azure, Amazon Web Services, and Google Cloud. The discussions remain preliminary and may not result in finalized deals. Reuters reported that an agreement could mark the first major revenue-sharing deal between a Chinese AI company and a U.S. cloud provider.

Geopolitical Tensions and Accusations

The talks unfold against a backdrop of heightened friction over AI technology transfer. Treasury Secretary Bessent recently warned that Chinese AI developers could face sanctions and Entity List designations due to alleged industrial-scale distillation attacks on US models. He stated, "Open source is not open season on American IP."

US officials have accused Moonshot of using outputs from Anthropic's Fable model to build Kimi K3 and improperly acquiring restricted Nvidia Corp. chips. Moonshot denies these claims, asserting that K3's improvements stem from original changes to its underlying architecture. No sanctions have been imposed yet.

Commercial Drivers for US Cloud Providers

The interest from Microsoft, Amazon, and Google is driven by commercial opportunity. Moonshot charges $3 per million uncached input tokens and $15 per million output tokens, pricing well below many Western frontier models.

Kimi K3 features 2.8 trillion parameters, making self-hosting impractical for most customers due to computing costs. This creates a revenue stream for hyperscalers, who can sell access to the competitive model via their existing infrastructure while sharing revenue with Moonshot. Artificial Analysis rates K3 alongside OpenAI's GPT-5.5 and Anthropic's Claude Opus 4.8.

Market Sentiment and IPO Plans

Prediction-market traders on Polymarket assign Moonshot an 11% chance of holding the world's No. 1-ranked AI model by December 31, based on approximately $130,000 in trading volume. However, the firm has only a 1% chance of finishing 2026 with the best-ranked model, trailing Anthropic, xAI, Google, and OpenAI.

These cloud negotiations coincide with Moonshot's preparations for a potential Hong Kong IPO. Reports indicate the company is discussing a valuation approaching $50 billion, increasing pressure to convert K3's technical momentum into commercial revenue.

What the Numbers Show

The proposed 30% revenue share highlights Moonshot's confidence in Kimi K3's market fit despite geopolitical risks. By tying compensation to revenue rather than flat licensing fees, Moonshot aligns its earnings with adoption rates on US platforms. This structure suggests the firm believes the model's competitive pricing ($3/$15 per million tokens) and high parameter count (2.8 trillion) will drive significant usage among customers unable to host such large models independently.