Lambda vs IBM

Side-by-side comparison of AI visibility scores, market position, and capabilities

IBM leads in AI visibility (80 vs 33)
Lambda logo

Lambda

EmergingAI & Machine Learning

General

San Jose AI GPU cloud "Superintelligence Cloud" at $500M revenue run rate May 2025; $2.5B+ total ($1.5B TWG Global Series E Nov 2025) serving Apple/Microsoft/DoD/Stanford with B200/H100 clusters competing with CoreWeave for AI training infrastructure.

AI VisibilityBeta
Overall Score
D33
Category Rank
#226 of 1158
AI Consensus
63%
Trend
up
Per Platform
ChatGPT
27
Perplexity
42
Gemini
30

About

Lambda (Lambda Labs) is a San Jose, California-based AI cloud infrastructure provider — backed with $2.5+ billion in total funding including a $1.5 billion Series E in November 2025 led by TWG Global and USIT, a $480 million Series D at a $4 billion valuation in February 2025, and a $320 million Series C in 2024 — providing AI researchers, enterprises, and startups with on-demand GPU cloud computing infrastructure for AI model training and inference, serving customers including Apple, Microsoft, Tencent, the Department of Defense, MIT, Stanford, Harvard, and Caltech. Lambda's revenue run rate reached $500 million in May 2025 (up from $425 million in December 2024), driven by a multi-billion dollar partnership with Microsoft and surging enterprise AI training demand. Founded in 2012 by brothers Stephen and Michael Balaban (originally a facial recognition startup, pivoted to GPU cloud in 2017).

Full profile
IBM logo

IBM

LeaderEnterprise Software

General

Armonk NY hybrid cloud and enterprise AI (NYSE: IBM) at $62.8B revenue; $6B+ generative AI bookings, record $12.7B free cash flow 2024, DataStax acquisition for watsonx vector database competing with Microsoft Azure for enterprise AI.

AI VisibilityBeta
Overall Score
A80
Category Rank
#56 of 1158
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
74
Perplexity
71
Gemini
84

About

International Business Machines Corporation (IBM) is an Armonk, New York-based global technology and consulting company — publicly traded on the New York Stock Exchange (NYSE: IBM) as an S&P 500 component — providing hybrid cloud infrastructure, artificial intelligence software, and enterprise IT consulting through approximately 270,300 employees in 170 countries with $62.8 billion in annual revenue. Founded on June 16, 1911, as Computing-Tabulating-Recording Company through a merger orchestrated by financier Charles Ranlett Flint, renamed IBM in 1924 under Thomas Watson Sr., IBM has undergone multiple strategic transformations over its 110+ year history: building the System/360 mainframe platform (1964), launching the IBM PC (1981), selling the PC division to Lenovo (2005, $1.75B), and completing the $34 billion Red Hat acquisition (2019) that repositioned IBM as a hybrid cloud platform company. CEO Arvind Krishna (appointed April 2020) has focused IBM's strategy on three areas: hybrid cloud (powered by Red Hat OpenShift, the enterprise Kubernetes platform), AI (the watsonx platform for enterprise AI model development and deployment), and enterprise consulting. Under Krishna, IBM recorded $12.7 billion in free cash flow in 2024 (a company record), surpassed $6 billion in generative AI bookings since June 2023, and saw the stock price double — trading at all-time highs through 2024-2025. IBM announced the DataStax acquisition in 2025 to deepen watsonx's data layer with AstraDB (vector database for AI applications), DataStax Enterprise (Apache Cassandra), and Langflow (low-code AI agent development).

Full profile

AI Visibility Head-to-Head

33
Overall Score
80
#226
Category Rank
#56
63
AI Consensus
67
up
Trend
up
27
ChatGPT
74
42
Perplexity
71
30
Gemini
84
38
Claude
74
32
Grok
81

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