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Data Infrastructure Stocks Q4 Analysis: Comparing C3.ai (NYSE:AI) With Its Competitors

Data Infrastructure Stocks Q4 Analysis: Comparing C3.ai (NYSE:AI) With Its Competitors

101 finance101 finance2026/03/10 19:39
By:101 finance

Analyzing Q4 Performance: C3.ai and Its Competitors

As the fourth quarter earnings season for data infrastructure companies wraps up, it's time to compare how C3.ai (NYSE:AI) performed relative to its industry peers.

For many organizations, extracting meaningful insights from large-scale system data is becoming increasingly important. Achieving this requires connecting and analyzing vast amounts of information often stored in isolated databases. This growing need is fueling demand for cloud-based data infrastructure software, which offers more seamless integration and processing capabilities than traditional on-premises solutions.

Q4 Overview for Data Infrastructure Stocks

Among the five data infrastructure companies we monitor, fourth quarter results were mixed. Collectively, their revenues came in 4% below what analysts had forecast, and their guidance for the next quarter’s revenue was 0.5% under expectations.

These results have weighed on share prices, with the group’s average stock price declining 11.6% since the latest earnings announcements.

Q4 Underperformer: C3.ai (NYSE:AI)

C3.ai, whose name reflects its origins in carbon, cloud computing, and customer relationship management, delivers enterprise AI software that enables organizations across industries to build, deploy, and manage large-scale AI applications.

In the most recent quarter, C3.ai reported revenue of $53.26 million—a 46.1% decrease from the previous year and 29.6% below analyst projections. The company’s full-year and next-quarter revenue forecasts also fell well short of expectations, marking a challenging period for the business.

Stephen Ehikian, CEO of C3 AI, commented: “Since joining C3 AI six months ago, my belief in the company’s unique position in Enterprise AI has only grown through extensive interactions with stakeholders. However, it was evident that organizational changes were needed. We have streamlined our cost structure, reduced cash burn, reorganized our sales team, and concentrated on our top-tier applications. Our go-to-market strategy now targets large-scale enterprise transformations, and we’re accelerating product development and delivery. AI is being embedded across all functions at C3 AI. With these changes largely complete, we are now a more agile and accountable company, focused on returning to growth and achieving profitability.”

C3.ai Total Revenue

Among its peers, C3.ai posted the largest shortfall relative to analyst expectations, the slowest revenue growth, and the weakest outlook for the year ahead. Since releasing its results, the stock has fallen 10.7% and is currently trading at $9.21.

Q4 Standout: Teradata (NYSE:TDC)

Teradata, a pioneer in data warehousing since the 1980s, now offers cloud-based analytics and AI platforms that help large organizations integrate and analyze data across diverse environments.

For the quarter, Teradata posted revenue of $421 million, representing a 2.9% year-over-year increase and surpassing analyst estimates by 5.4%. The company also provided next-quarter EPS guidance above expectations and delivered a strong EBITDA beat.

Teradata outperformed its peers with the largest positive surprise relative to analyst forecasts. Despite this, the market’s reaction was muted, with the stock down 2% since the earnings release, currently trading at $28.63.

Oracle (NYSE:ORCL)

Founded in 1977 as a database company, Oracle has grown into a global provider of enterprise software and hardware solutions, supporting critical IT systems for businesses worldwide.

Oracle reported quarterly revenue of $16.06 billion, up 14.2% from the prior year but missing analyst expectations by 0.8%. The company also fell short on billings estimates, making for a softer quarter overall.

Following these results, Oracle’s share price has dropped 32.4% and is now at $150.78.

Confluent (NASDAQ:CFLT)

Confluent, founded by the original developers of Apache Kafka, delivers a data infrastructure platform that connects applications, systems, and data layers through real-time data streams.

In Q4, Confluent achieved revenue of $314.8 million, a 20.5% increase year over year and 2.2% above analyst expectations. The company also exceeded EBITDA and revenue estimates for the quarter.

Confluent led its peer group in revenue growth, adding 34 new enterprise customers paying over $100,000 annually, bringing the total to 1,521. The stock price has remained steady since the report and is currently at $30.73.

Elastic (NYSE:ESTC)

Elastic, built on the widely used open-source Elasticsearch technology, offers a search and AI platform that helps organizations extract insights, monitor systems, and enhance security.

Elastic reported revenue of $449.9 million, up 17.7% from the previous year and 2.6% above analyst forecasts. The company also delivered a strong EBITDA beat and raised its full-year EPS guidance above expectations.

Elastic provided the most significant full-year guidance increase among its competitors. Despite this, the stock has declined 13.8% since the earnings announcement and is now trading at $53.09.

Looking for High-Quality Growth Stocks?

Interested in companies with strong fundamentals? Explore our Top 5 Growth Stocks and consider adding them to your watchlist. These businesses are well-positioned for expansion, regardless of broader economic or political changes.

The StockStory analyst team, comprised of experienced professional investors, leverages quantitative analysis and automation to deliver timely, high-quality market insights.

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Disclaimer: The content of this article solely reflects the author's opinion and does not represent the platform in any capacity. This article is not intended to serve as a reference for making investment decisions.

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