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This page is meant to answer AI coding agent benchmark and AI coding assistant rankings intent directly, using AI visibility evidence rather than a generic market-share list.\n\nIn the current public snapshot, #1 GitHub Copilot (91.9 mention-rate signal), #2 Claude Code (90.5 mention-rate signal), #3 Cursor (86.0 mention-rate signal). Use the overall ranking for the combined AI visibility view, then open engine tabs to see whether each product is broadly visible or depends on a smaller set of answer systems.","AI Coding Agent is a public AI visibility leaderboard for AI coding agents. It helps searchers compare which products AI systems mention, rank, and recommend when answering AI coding assistant, agentic coding, developer workflow, benchmark, and AI answer-engine comparison prompts.\n\nThe ranking should be read together with engine coverage, mention-rate signals, rank gaps, and the latest completed runs. A high rank means the product is visible in tracked AI answers; it does not by itself prove product quality, market share, pricing fit, or customer satisfaction.\n\nFor SEO and AEO review, this page now makes the AI coding agent benchmark and AI coding assistant rankings intent explicit: compare public ranking evidence first, then use a private AI visibility tracker when you need monitored prompts, owned brands, competitors, and recurring alerting.","Engine tabs show how tracked AI systems differ when answering AI Coding Agent prompts. Some engines emphasize widely known products; others respond more strongly to workflow fit, cited context, or category-specific wording.\n\nUse the engine view to separate broad AI visibility from single-engine strength. 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