On July 31, 2026, AI data platform giant Databricks officially submitted its prospectus to the U.S. Securities and Exchange Commission (SEC), planning to list on NASDAQ under the stock code "DBX." It is reported that this IPO plans to raise about $8 billion, with underwriters including Morgan Stanley, Goldman Sachs and other top investment banks. If successfully implemented, the company's valuation is expected to exceed $100 billion, becoming the largest tech IPO in the US stock market this year.
Who is Databricks? Why is it so important?
Databricks was founded in 2013 by UC Berkeley's AI lab, and its core product is the unified data platform, innovatively proposing the "Lakehouse" architecture that combines the flexibility of data lakes with the SQL performance of data warehouses, becoming the infrastructure for enterprise data analysis and AI model training. Against the backdrop of the explosion of AI large models, high-quality data has become "new oil," and as the core provider of data middle platforms, Databricks has naturally stood at the forefront.
Looking at prospectus data, Databricks' revenue growth has been rapid in recent years: full-year 2025 revenue reached $3.4 billion, a year-on-year increase of about 38%; in the first half of 2026, revenue has exceeded $2.1 billion, with growth maintained above 40%. Gross profit margin is stable at around 78%, and although it has not yet achieved net profit turnaround, the loss has narrowed from $800 million in 2024 to $300 million in 2025, showing significant improvement in profitability.
Customer Matrix and Ecosystem Layout: Not Just a Software Company
Databricks' customers cover multiple industries including finance, healthcare, manufacturing, and retail, including about 40% of Fortune 500 companies, with a customer retention rate of 130%, meaning customers are continuously increasing their investment. The company has also established deep cooperation with the three major cloud vendors Microsoft Azure, Amazon AWS, and Google Cloud, deployed both on the cloud and allowing customers to run on their own data centers, with great flexibility.
In addition, Databricks has actively embraced the AI open source ecosystem, leading the development of well-known projects such as Delta Lake and MLflow, and open-sourced its own large language model Dolly, attracting a large number of developers. This "open + commercial" dual-wheel drive model has created a deep moat.
How is the IPO market received? Investment opportunities and risks coexist
After the announcement, Wall Street was in an uproar. Investment banks are optimistic about its scarcity as the "first AI data infrastructure stock," generally expecting a first-day increase of over 20%. Retail investors' enthusiasm for IPO subscription has also been ignited, with multiple broker platforms showing that the number of accounts applying to subscribe to Databricks new shares has set a record this year.
However, market analysts also remind of risks. First, the $100 billion valuation corresponds to about 30 times sales, far higher than the 8-10 times average for traditional software companies, and the bubble component cannot be ignored. Second, its main competitor Snowflake is also deeply involved in the data cloud field, and the two companies are fiercely competing in data warehouses and AI functions. In addition, cloud giants are also bundling data governance and AI services for sale, which may squeeze the space for third-party independent platforms.
Details of this IPO and IPO subscription focus points
- Price range: The prospectus shows a preliminary pricing range of $120 to $140 per share, corresponding to a market value of about $85 to $100 billion, with the final offering price to be determined after roadshows.
- Fund usage: The raised funds will mainly be used for expanding AI R&D investment, enhancing product functions, and potential strategic acquisitions.
- Share structure: Co-founder and CEO Ali Ghodsi holds majority voting rights, ensuring long-term strategic stability.
- Lock-up period: Standard 180-day lock-up period, ordinary investors need to pay attention to selling pressure after lock-up expiration.
Plain English Interpretation: How should ordinary investors participate?
For US stock investors, there are several ways to participate in IPO subscription: one is to directly apply through retail brokers that have IPO shares (such as Futu, Robinhood, etc.), but the subscription rate is usually allocated based on account assets and holding time; the second is to buy directly on the listing day, but the premium is often higher; the third is to participate through secondary markets or option strategies.
We suggest that considering Databricks' industry position and growth, long-term investors can focus on buying opportunities after a pullback, rather than blindly chasing highs. It is recommended to closely follow the offering price, post-listing turnover rate, and subsequent earnings performance.
Disclaimer: This article is only for information sharing and does not constitute any investment advice. The stock market has risks, investment requires caution.
