Coupa vs Quantinuum

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

Coupa leads in AI visibility (47 vs 33)

Coupa

ChallengerLogistics & Supply Chain

Supply Chain Collaboration

$1.21B revenue 2025 (first GAAP profitable year); acquired by Thoma Bravo Feb 2023; 3,000+ global customers; $5T spend managed; $175B+ savings delivered; 128% QOQ supply chain bookings growth; spend management leader

AI VisibilityBeta
Overall Score
C47
Category Rank
#1 of 1
AI Consensus
61%
Trend
stable
Per Platform
ChatGPT
43
Perplexity
50
Gemini
47

About

Coupa is a cloud-based business spend management platform that provides procurement, invoicing, expense management, and supply chain collaboration tools to help enterprises control costs and optimize supplier relationships. The company serves mid-market and enterprise organizations seeking to digitize procurement operations, gain spending visibility, and drive savings across direct and indirect spend categories. Coupa delivers value through its unified platform approach that connects requisition to payment, AI-powered recommendations for cost optimization, and community intelligence that benchmarks spending against peer organizations.

Full profile

Quantinuum

EmergingTechnology

General

Cambridge/Colorado trapped-ion quantum computing (Honeywell majority; $625M+/$5B valuation Jun 2024); Helios Nov 2025 at 98 physical/48 logical qubits with 99.9975% fidelity serving Amgen/BMW/JPMorgan competing with IBM Quantum.

AI VisibilityBeta
Overall Score
D33
Category Rank
#533 of 1167
AI Consensus
61%
Trend
stable
Per Platform
ChatGPT
43
Perplexity
38
Gemini
29

About

Quantinuum is a Cambridge, UK and Broomfield, Colorado-based integrated quantum computing company — majority owned by Honeywell (NASDAQ: HON) with $625+ million in total funding including a $300 million round led by JPMorgan Chase at a $5 billion valuation in June 2024 — operating the world's most accurate commercial quantum computers using trapped-ion technology combined with quantum software from Cambridge Quantum. In November 2025, Quantinuum launched Helios, its third-generation quantum computer featuring 98 physical qubits and 48 logical error-corrected qubits with 99.9975% single-qubit gate fidelity and 99.921% two-qubit gate fidelity — the highest-accuracy general-purpose commercial quantum computer commercially available. Serving enterprise customers including Amgen (drug discovery), BMW Group (materials simulation), JPMorgan Chase (financial optimization), and SoftBank Corp. (AI acceleration), Quantinuum was formed in November 2021 through the merger of Honeywell Quantum Solutions and Cambridge Quantum Computing. CEO Ilyas Khan.

Full profile

AI Visibility Head-to-Head

47
Overall Score
33
#1
Category Rank
#533
61
AI Consensus
61
stable
Trend
stable
43
ChatGPT
43
50
Perplexity
38
47
Gemini
29
38
Claude
31
55
Grok
28

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