Coze vs Windsurf

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

Windsurf leads in AI visibility (90 vs 59)
Coze logo

Coze

ChallengerDeveloper Tools

No-Code AI Agent Builder

ByteDance's no-code AI agent builder platform. Coze 2.0 (Jan 2026) with Skills Marketplace. Open-sourced Coze Studio and Loop (Jul 2025). Multi-channel bot deployment.

AI VisibilityBeta
Overall Score
C59
Category Rank
#69 of 350
AI Consensus
77%
Trend
stable
Per Platform
ChatGPT
63
Perplexity
62
Gemini
63

About

Coze is ByteDance's no-code AI agent builder platform, launched to give developers, businesses, and non-technical users the ability to create, deploy, and monetize AI agents without writing code. Built on ByteDance's AI infrastructure and integrating with leading LLMs, Coze was designed to democratize agent creation by abstracting away the complexity of prompt engineering, API integration, and deployment across multiple channels — from websites to messaging apps to enterprise tools.\n\nCoze 2.0, released in January 2026, introduced a Skills Marketplace where developers can publish and monetize reusable agent capabilities, creating a platform ecosystem comparable to app stores for AI functionality. The platform supports multi-channel agent deployment across web, mobile, and third-party messaging platforms. In July 2025, ByteDance open-sourced Coze Studio and Coze Loop, its agent development environment and evaluation framework, signaling a commitment to developer community building alongside its commercial platform.\n\nCoze benefits from ByteDance's global distribution infrastructure and AI research capabilities, giving it a unique competitive position against standalone agent builders like Voiceflow and Botpress. By open-sourcing its core development tools while maintaining a commercial platform for deployment and monetization, Coze is pursuing a developer-led growth strategy modeled on successful open-source-to-enterprise playbooks. The platform's integration with ByteDance's broader product ecosystem — including TikTok and Lark — provides distribution channels unavailable to independent competitors.

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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.

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AI Visibility Head-to-Head

59
Overall Score
90
#69
Category Rank
#8
77
AI Consensus
82
stable
Trend
stable
63
ChatGPT
88
62
Perplexity
84
63
Gemini
92
60
Claude
89
54
Grok
88

Key Details

Category
No-Code AI Agent Builder
Agentic IDE
Tier
Challenger
Challenger
Entity Type
product
brand

Capabilities & Ecosystem

Capabilities

Only Coze
No-Code AI Agent Builder
Only Windsurf
Agentic IDE
Coze is classified as product (part of ByteDance).

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