QA Wolf vs Windsurf

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

Windsurf leads in AI visibility (88 vs 69)
QA Wolf logo

QA Wolf

ChallengerDeveloper Tools

Quality Assurance / Test Automation

Managed QA testing service guaranteeing 80% e2e test coverage in 4 months; Seattle-based; raised $56.4M including $36M Series B; $27M ARR; hybrid platform combining AI test automation with human QA engineers writing and maintaining tests.

AI VisibilityBeta
Overall Score
B69
Category Rank
#1 of 1
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
60
Perplexity
70
Gemini
73

About

QA Wolf is a Seattle-based automated QA testing company founded in 2019 by Jon Perl and Laura Cressman. It offers a hybrid platform combining AI automation with human QA engineers to achieve 80% end-to-end test coverage within four months. Unlike traditional QA tools, QA Wolf provides fully managed service that writes, runs, and maintains automated tests.

Full profile
Windsurf logo

Windsurf

LeaderDeveloper 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
A88
Category Rank
#2 of 2
AI Consensus
87%
Trend
up
Per Platform
ChatGPT
89
Perplexity
88
Gemini
93

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

69
Overall Score
88
#1
Category Rank
#2
66
AI Consensus
87
up
Trend
up
60
ChatGPT
89
70
Perplexity
88
73
Gemini
93
65
Claude
91
73
Grok
92

Key Details

Category
Quality Assurance / Test Automation
Agentic IDE
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only QA Wolf
Quality Assurance / Test Automation
Only Windsurf
Agentic IDE

Integrations

Only QA Wolf

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