Braintrust vs Windsurf

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

Windsurf leads in AI visibility (88 vs 69)
Braintrust logo

Braintrust

ChallengerDeveloper Tools

AI Observability & Evaluation

AI observability and eval platform for production AI. $800M valuation after $80M Series B (Feb 2026). Clients: Notion, Cloudflare, Ramp. Founded 2023, SF. Private.

AI VisibilityBeta
Overall Score
B69
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
75
Perplexity
71
Gemini
67

About

Braintrust is an AI observability and evaluation platform founded in 2023 by Ankur Goyal in San Francisco. The platform enables engineering teams to build, test, monitor, and improve AI products by providing tools for prompt engineering, dataset versioning, automated scoring, trace inspection, and quality measurement. Goyal previously founded Impira (acquired by Figma) and led Figma's AI team.

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
67
AI Consensus
87
up
Trend
up
75
ChatGPT
89
71
Perplexity
88
67
Gemini
93
72
Claude
91
61
Grok
92

Key Details

Category
AI Observability & Evaluation
Agentic IDE
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Braintrust
AI Observability & Evaluation
Only Windsurf
Agentic IDE

Integrations

Only Braintrust

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