Strangeworks vs IBM

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

IBM leads in AI visibility (80 vs 21)

Strangeworks

EmergingQuantum Computing

Quantum Computing Platform

Quantum computing platform aggregating hardware from IBM, IonQ, Rigetti, and D-Wave for enterprise customers; Austin TX; provides unified development environment with quantum circuit editors and enterprise access controls for teams at earliest stages of quantum adoption.

AI VisibilityBeta
Overall Score
D21
Category Rank
#1 of 1
AI Consensus
63%
Trend
up
Per Platform
ChatGPT
16
Perplexity
20
Gemini
30

About

Strangeworks is an Austin-based quantum computing platform company that provides enterprise customers with a unified development environment for accessing and comparing quantum hardware from multiple vendors including IBM, IonQ, Rigetti, and D-Wave, alongside simulators and classical HPC resources. The platform abstracts the complexity of working with different quantum hardware APIs, enabling developers to write algorithms once and run them on the most appropriate hardware for their specific problem. Strangeworks QC (formerly known as the Quantum Computing Inc. platform) provides collaboration tools, quantum circuit editors, and enterprise access controls for teams building quantum applications. The company helps enterprises at the earliest stages of quantum computing adoption — identifying relevant use cases, building quantum literacy within technical teams, and experimenting with quantum algorithms before commercial quantum advantage arrives. Founded in 2018 by former IBM executive William Hurley, Strangeworks raised seed funding from investors including IBM Ventures and 5 Ventures. It competes with Amazon Braket, Azure Quantum, and IBM Quantum in the quantum computing access platform market.

Full profile

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

21
Overall Score
80
#1
Category Rank
#56
63
AI Consensus
67
up
Trend
up
16
ChatGPT
74
20
Perplexity
71
30
Gemini
84
15
Claude
74
17
Grok
81

Capabilities & Ecosystem

Capabilities

Only Strangeworks
Quantum Computing Platform
IBM is classified as company.

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