Cognee vs Stability AI

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

Stability AI leads in AI visibility (90 vs 35)
Cognee logo

Cognee

EmergingArtificial Intelligence

Agent Memory Systems (Knowledge Graph)

Raised €7.5M seed (Feb 2026) led by Pebblebed with OpenAI and FAIR founders as backers. Open-source knowledge graph + vector memory for AI agents. Claude SDK integration. Prevents hallucinations via persistent structured memory.

AI VisibilityBeta
Overall Score
D35
Category Rank
#250 of 296
AI Consensus
78%
Trend
stable
Per Platform
ChatGPT
37
Perplexity
39
Gemini
31

About

Cognee is an open-source knowledge graph and vector memory engine designed specifically for AI agents — providing persistent, structured memory that prevents hallucinations by grounding agent responses in verified organizational knowledge rather than parametric model weights. The company raised €7.5 million ($8.2 million) in seed financing in February 2026, led by Pebblebed and backed by founders from OpenAI and Facebook AI Research (FAIR). Cognee has integrated with the Claude SDK, making it directly accessible to teams building on Anthropic's models.

Full profile
Stability AI logo

Stability AI

ChallengerAI & Machine Learning

Generative AI & Creative Tools

Open-source generative AI company behind Stable Diffusion. Image, video, audio, 3D models. Founded 2019, London. Raised $200M+. ~$50M revenue (2024). EA partnership. Private.

AI VisibilityBeta
Overall Score
A90
Category Rank
#18 of 296
AI Consensus
79%
Trend
stable
Per Platform
ChatGPT
96
Perplexity
91
Gemini
94

About

Stability AI is a generative AI company founded in 2019 by Emad Mostaque and Cyrus Hodes, headquartered in London. Rose to prominence with Stable Diffusion (August 2022), an open-weights text-to-image model. Raised over $200 million total. Under new CEO Prem Akkaraju (after Mostaque's departure), the company eliminated debt and achieved triple-digit revenue growth.

Full profile

AI Visibility Head-to-Head

35
Overall Score
90
#250
Category Rank
#18
78
AI Consensus
79
stable
Trend
stable
37
ChatGPT
96
39
Perplexity
91
31
Gemini
94
31
Claude
96
35
Grok
88

Key Details

Category
Agent Memory Systems (Knowledge Graph)
Generative AI & Creative Tools
Tier
Emerging
Challenger
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Cognee
Agent Memory Systems (Knowledge Graph)
Only Stability AI
Generative AI & Creative Tools

Integrations

Only Stability AI
Stability AI is classified as company.

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