Cortex vs Windsurf

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

Windsurf leads in AI visibility (90 vs 57)
Cortex logo

Cortex

ChallengerDeveloper Tools

Internal Developer Portals

Internal developer portal for service catalog and engineering ops. Founded 2019, SF (ex-Uber). $112M raised at $470M valuation. Y Combinator grad. Private.

AI VisibilityBeta
Overall Score
C57
Category Rank
#90 of 350
AI Consensus
78%
Trend
stable
Per Platform
ChatGPT
57
Perplexity
61
Gemini
61

About

Cortex is an internal developer portal founded in 2019 by Anish Dhar (CEO, ex-Uber), Ganesh Datta, Nikhil Unni, and Aditya Subramanian, headquartered in San Francisco. Raised $112 million including a $60M growth round (August 2025) led by Scale Venture Partners at $470M valuation. YC graduate; investors include IVP, Sequoia, Tiger Global.

Full profile
Windsurf logo

Windsurf

ChallengerDeveloper Tools

Agentic IDE

Codeium's agentic IDE; 2nd most-discussed AI coding tool after Cursor. $1.25B valuation; Cascade agentic framework enables autonomous multi-file editing. Positioned as cost-competitive alternative to Cursor with comparable capabilities.

AI VisibilityBeta
Overall Score
A90
Category Rank
#8 of 350
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
88
Perplexity
84
Gemini
92

About

Windsurf is an AI-native code editor developed by Codeium, designed to bring agentic AI directly into the software development workflow. Launched in late 2024, Windsurf introduced the 'Cascade' agentic framework — enabling the AI to autonomously read, write, and execute code across multiple files simultaneously, rather than merely suggesting single-line completions. The product became the second-most-discussed AI coding tool after Cursor, recognized for its aggressive pricing and deep IDE integration.

Full profile

AI Visibility Head-to-Head

57
Overall Score
90
#90
Category Rank
#8
78
AI Consensus
82
stable
Trend
stable
57
ChatGPT
88
61
Perplexity
84
61
Gemini
92
55
Claude
89
53
Grok
88

Key Details

Category
Internal Developer Portals
Agentic IDE
Tier
Challenger
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Cortex
Internal Developer Portals
Only Windsurf
Agentic IDE

Integrations

Only Cortex

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