Q-CTRL vs Figma

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

Figma leads in AI visibility (99 vs 18)
Q-CTRL logo

Q-CTRL

EmergingQuantum Computing

Quantum Control Infrastructure

Quantum control infrastructure software actively suppressing errors and improving qubit performance; Sydney-based; AI-driven firmware sits between quantum hardware and application software; Black Opal education platform and Boulder Opal for hardware team optimization.

AI VisibilityBeta
Overall Score
D18
Category Rank
#1 of 1
AI Consensus
69%
Trend
up
Per Platform
ChatGPT
25
Perplexity
19
Gemini
21

About

Q-CTRL is a Sydney-based quantum technology company that provides quantum control infrastructure software — firmware and middleware that sits between quantum hardware and application software to actively suppress errors and improve qubit performance. Quantum computers are extremely sensitive to environmental noise that introduces errors in calculations; Q-CTRL's AI-driven control systems continuously monitor and compensate for these errors, dramatically improving the reliability and accuracy of quantum processors without changing the underlying hardware. The company's Black Opal platform provides quantum computing education and training, while Boulder Opal targets research and hardware teams improving their quantum processors. Q-CTRL also develops quantum sensing technology using similar control techniques for navigation, gravimetry, and defense applications. Founded in 2017 by physicist Michael Biercuk, Q-CTRL raised over $77M from investors including Sierra Ventures, Square Peg Capital, and DCVC. The company has established partnerships with quantum hardware providers including IBM, Honeywell (Quantinuum), and IonQ, whose systems benefit from Q-CTRL's error suppression.

Full profile
Figma logo

Figma

LeaderDesign & Creative Tools

Design & Collaboration

Dominant browser-based collaborative UI design platform at ~$600M ARR and $12.5B valuation; Adobe's $20B acquisition blocked by regulators in 2023, Figma remains independent competing with Sketch and Adobe.

AI VisibilityBeta
Overall Score
A99
Category Rank
#1 of 1
AI Consensus
77%
Trend
stable
Per Platform
ChatGPT
90
Perplexity
99
Gemini
97

About

Figma is a San Francisco-based collaborative web-based product design platform that has become the dominant tool for UI/UX designers and product teams — enabling real-time multi-user collaboration on interface design, prototyping, and design system management directly in the browser without installing desktop software. Founded in 2012 by Dylan Field and Evan Wallace and backed by Sequoia, Greylock, and Andreessen Horowitz with over $330 million raised, Figma generated approximately $600 million in ARR in 2023, serving 4 million+ designers and product teams at companies including Microsoft, Airbnb, Twitter, and Uber. Adobe announced a $20 billion acquisition offer in 2022, which was blocked by regulators in 2023 — Figma remains independent.

Full profile

AI Visibility Head-to-Head

18
Overall Score
99
#1
Category Rank
#1
69
AI Consensus
77
up
Trend
stable
25
ChatGPT
90
19
Perplexity
99
21
Gemini
97
17
Claude
94
11
Grok
99

Capabilities & Ecosystem

Capabilities

Only Q-CTRL
Quantum Control Infrastructure
Only Figma
Design & Collaboration

Integrations

Figma is classified as company.

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.