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Better AI Stock: BigBear.ai vs. C3.ai

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BigBear.ai (NYSE: BBAI) and C3.ai (NYSE: AI) both develop artificial intelligence (AI) modules that can be plugged into an organization's existing infrastructure to accelerate and automate certain tasks. BigBear.ai is a smaller company that plugs its modules into edge networks. C3.ai is a larger developer of AI algorithms that can be integrated into an organization's existing software.

Both stocks disappointed their early investors. BigBear.ai's stock opened at $9.84 after it went public by merging with a special purpose acquisition company (SPAC) in December 2021, but it now trades at about $2. C3.ai went public via a traditional initial public offering (IPO) at $42 in December 2020, but it trades at around $19 today. Should investors buy either of these out-of-favor AI stocks?

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Digital cubes arranged in the shape of a brain.
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The similarities and differences between BigBear.ai and C3.ai

BigBear.ai and C3.ai aren't direct competitors, but they both target government, military, and large enterprise customers.

BigBear.ai's modules ingest data from various sources, enrich and contextualize that data with more layers of information, and leverage that enhanced data to predict future trends. It streamlines that process by installing its Observe, Orient, Predict, and Dominate modules across edge networks, which are located between the data centers and their end users. It sets its prices on a case-by-case basis instead of charging subscription or consumption-based fees.

When BigBear.ai went public, it expected to generate a lot of its future revenue from Virgin Orbit. However, the company only recognized $1.5 million in revenue from that deal in the first quarter of 2023 before Virgin Orbit filed for bankruptcy that April.

C3.ai provides a broader range of modules that ingest data from various sources, and its modules can be installed across on-premise software, edge networks, public cloud services, and hybrid cloud deployments. Its modules can either be integrated into an organization's existing applications or accessed as stand-alone AI services. It initially only offered subscriptions, but it also introduced consumption-based fees in late 2022 to reach more customers.

C3.ai is heavily dependent on a joint venture with energy giant Baker Hughes (NASDAQ: BKR), which was launched in 2019. That partnership accounted for a whopping 35% of its revenue in fiscal 2024 (which ended last April), and its minimum revenue commitments will account for about 32% of its projected revenue for fiscal 2025. However, that crucial deal expires at the end of April and hasn't been renewed yet.