SubImage vs Grok

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

Grok leads in AI visibility (49 vs 36)

SubImage

EmergingSecurity

General

Open-core cloud security graph platform mapping attack paths to sensitive data as open alternative to Wiz; built on Lyft's Cartography used by 70+ companies with no-agent read-only API setup.

AI VisibilityBeta
Overall Score
D36
Category Rank
#993 of 1158
AI Consensus
72%
Trend
up
Per Platform
ChatGPT
34
Perplexity
34
Gemini
38

About

SubImage is a cloud security posture management (CSPM) platform built as the open-core alternative to enterprise security tools like Wiz — mapping cloud infrastructure to visualize attack paths to sensitive data and helping security teams prioritize which risks to fix first based on exploitability and blast radius. Built on top of Cartography, the open-source security infrastructure graph used by 70+ companies including Lyft, which open-sourced it, SubImage provides a fully hosted solution that connects to cloud accounts via read-only API access (no agents, no invasive installs) to immediately surface exploitable attack paths.

Full profile

Grok

ChallengerAI & Machine Learning

AI Assistant

AI assistant by xAI (Elon Musk); Grok 3 topped reasoning benchmarks in Feb 2025; 1M+ paying subscribers in week one; real-time X post access; distributed via X Premium; xAI valued at $24B.

AI VisibilityBeta
Overall Score
C49
Category Rank
#4 of 4
AI Consensus
59%
Trend
up
Per Platform
ChatGPT
43
Perplexity
49
Gemini
51

About

Grok is the AI assistant developed by xAI, Elon Musk's AI company founded in 2023, and distributed primarily through X (formerly Twitter). Grok launched in November 2023 as an X Premium perk, with the notable differentiator of real-time access to X posts and a less restricted, more direct conversational style. Grok 3, released in February 2025, achieved top scores on the AIME math reasoning benchmark and ARC-AGI test, briefly positioning xAI as a frontier model lab.

Full profile

AI Visibility Head-to-Head

36
Overall Score
49
#993
Category Rank
#4
72
AI Consensus
59
up
Trend
up
34
ChatGPT
43
34
Perplexity
49
38
Gemini
51
33
Claude
42
44
Grok
59

Capabilities & Ecosystem

Capabilities

Only Grok
AI Assistant
Grok is classified as product (part of xAI).

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