[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"leaderboard-industry-ai-coding-agent":3,"leaderboard-trend-ai-coding-agent-1-10":356},{"id":4,"slug":5,"nameCn":6,"nameEn":7,"collectionType":8,"description":9,"brandCount":10,"contentIntro":11,"contentSummary":12,"contentEngineNotes":13,"contentWhyItMatters":14,"seoTitleOverride":15,"seoDescriptionOverride":16,"faq":17,"engines":30,"overallRankings":60,"latestRuns":164,"liveInsights":349},76,"ai-coding-agent","AI编程助手","AI Coding Agent","CATEGORY",null,14,"AI Coding Agent tracks which AI coding agents are most consistently surfaced by AI answer engines for AI coding assistant, agentic coding, developer workflow, benchmark, and AI answer-engine comparison prompts. 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. If one product ranks well overall but is weak in a specific engine, that gap is often more actionable than the overall rank alone.","AI Coding Agent matters because AI answer engines increasingly shape which products buyers discover before they visit a vendor site, review platform, or traditional search result. Public leaderboard data gives a shared benchmark for coding assistant benchmark intent, AI coding agent snippet clarity, and public leaderboard vs private tracker positioning.\n\nThe page is intentionally scoped: it explains AI visibility and answer-engine ranking signals. It does not change canonical URLs, robots rules, sitemap inclusion, or underlying ranking data, and it should not be treated as a substitute for product evaluation or private brand monitoring.","AI Coding Agent Rankings | AIvsRank","Compare AI coding agents by public AI visibility, coding assistant benchmark signals, mention rates, and engine-level rankings.",[18,21,24,27],{"question":19,"answer":20},"What does this AI Coding Agent leaderboard rank?","It ranks AI coding agents by public AI visibility signals across tracked answer engines, including ranking position, mention-rate signals, and engine-level coverage.",{"question":22,"answer":23},"How should I use the overall ranking?","Use the overall ranking as a quick benchmark for AI coding agent benchmark and AI coding assistant rankings. Then compare engine tabs, rank gaps, and mention signals before deciding whether the visibility is broad or concentrated.",{"question":25,"answer":26},"Why can rankings differ by AI engine?","Each AI engine can rely on different retrieval sources, model behavior, prompt interpretation, and evidence weighting, so engine-specific rankings can diverge from the overall view.",{"question":28,"answer":29},"When do I need a private tracker instead of this public page?","Use the public page for category benchmarking. Use a private AI visibility tracker when you need monitored prompts, your own brand, competitors, alerts, and repeatable reporting.",[31,35,39,43,47,51,56],{"id":32,"code":33,"slug":33,"displayName":34},1,"chatgpt","ChatGPT",{"id":36,"code":37,"slug":38,"displayName":38},3,"gemini-2.5-flash","gemini",{"id":40,"code":41,"slug":42,"displayName":41},4,"Grok","grok",{"id":44,"code":45,"slug":45,"displayName":46},2,"deepseek","DeepSeek",{"id":48,"code":49,"slug":50,"displayName":49},7,"MiniMax","minimax",{"id":52,"code":53,"slug":54,"displayName":55},9,"Qwen3.6","qwen","Qwen",{"id":57,"code":58,"slug":59,"displayName":58},10,"Kimi","kimi",[61,68,75,82,89,97,105,112,120,127,134,142,150,157],{"rank":32,"brandName":62,"brandSlug":63,"logoUrl":64,"websiteUrl":65,"compositeIndex":66,"mentionRate":67,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},"GitHub Copilot","github-copilot","https://github.com/apple-touch-icon.png","https://github.com/features/copilot",90.54,91.43,{"rank":44,"brandName":69,"brandSlug":70,"logoUrl":71,"websiteUrl":72,"compositeIndex":73,"mentionRate":74,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},"Claude Code","claude-code","https://claudecode.app/favicon.ico","https://claudecode.app/",89.71,90.33,{"rank":36,"brandName":76,"brandSlug":77,"logoUrl":78,"websiteUrl":79,"compositeIndex":80,"mentionRate":81,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},"Cursor","cursor","https://cursor.com/favicon.svg","https://cursor.com/",89.59,86.43,{"rank":40,"brandName":83,"brandSlug":84,"logoUrl":85,"websiteUrl":86,"compositeIndex":87,"mentionRate":88,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},"Windsurf","windsurf","https://windsurf.com/logo/windsurf-white-wordmark.svg","https://windsurf.com/",88.5,88.83,{"rank":90,"brandName":91,"brandSlug":92,"logoUrl":93,"websiteUrl":94,"compositeIndex":95,"mentionRate":96,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},5,"Augment","augment","https://www.augmentcode.com/apple-touch-icon.png","https://www.augmentcode.com/",88.08,88,{"rank":98,"brandName":99,"brandSlug":100,"logoUrl":101,"websiteUrl":102,"compositeIndex":103,"mentionRate":104,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},6,"Trae","trae","https://lf16-web-neutral.traecdn.ai/obj/trae-ai-static/trae_website/favicon.png","https://www.trae.ai/",82.2,81.5,{"rank":48,"brandName":106,"brandSlug":107,"logoUrl":108,"websiteUrl":109,"compositeIndex":110,"mentionRate":111,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},"OpenAI Codex","openai-codex","https://favicon.im/openai.com?larger=true","https://openai.com/codex/",82.12,82.17,{"rank":113,"brandName":114,"brandSlug":115,"logoUrl":116,"websiteUrl":117,"compositeIndex":118,"mentionRate":119,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},8,"Amazon Q Developer","amazon-q-developer","https://a0.awsstatic.com/main/images/site/touch-icon-ipad-144-precomposed.png","https://aws.amazon.com/q/developer/",77.25,78.57,{"rank":52,"brandName":121,"brandSlug":122,"logoUrl":123,"websiteUrl":124,"compositeIndex":125,"mentionRate":126,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},"JetBrains AI Assistant","jetbrains-ai-assistant","https://www.jetbrains.com/apple-touch-icon.png","https://www.jetbrains.com/ai/",77.09,74.86,{"rank":57,"brandName":128,"brandSlug":129,"logoUrl":130,"websiteUrl":131,"compositeIndex":132,"mentionRate":133,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},"Refact.ai","refact-ai","https://refactai.com/assets/images/branding/Logotype-Dark.svg","https://refactai.com/",76.88,76.5,{"rank":135,"brandName":136,"brandSlug":137,"logoUrl":138,"websiteUrl":139,"compositeIndex":140,"mentionRate":141,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},11,"Sourcegraph Cody","sourcegraph-cody","https://sourcegraph.com/.assets/img/sourcegraph-mark.svg?v4","https://sourcegraph.com/cody",75.41,71.71,{"rank":143,"brandName":144,"brandSlug":145,"logoUrl":146,"websiteUrl":147,"compositeIndex":148,"mentionRate":149,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},12,"Tabby","tabby","https://cdn.prod.website-files.com/66d758dfc1a1472af872e216/6723aa2ff9d459f9e4426044_deepseeklogo.webp","https://www.tabbyml.com/",75.13,74,{"rank":151,"brandName":152,"brandSlug":153,"logoUrl":154,"websiteUrl":155,"compositeIndex":126,"mentionRate":156,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},13,"Tabnine","tabnine","https://www.tabnine.com/apple-touch-icon.png","https://www.tabnine.com/",75.86,{"rank":10,"brandName":158,"brandSlug":159,"logoUrl":160,"websiteUrl":161,"compositeIndex":162,"mentionRate":163,"rankScore":9,"recommendStrength":9,"firstMentionRate":9,"mentionCount":9,"totalQuestions":9,"rankPosition":9},"Aider","aider","https://aider.chat/assets/logo.svg","https://aider.chat/",74.42,73,[165,203,227,255,279,304,327],{"engineConfigId":32,"engineDisplayName":34,"runDate":166,"brandCount":10,"rankings":167},"2026-06-12T21:53:44.910921",[168,175,179,182,186,190,192,196,199,201],{"rank":32,"brandName":76,"brandSlug":77,"logoUrl":78,"websiteUrl":79,"compositeIndex":169,"mentionRate":170,"rankScore":171,"recommendStrength":172,"firstMentionRate":173,"mentionCount":174,"totalQuestions":90,"rankPosition":32},94.4,95,96,90,94,0,{"rank":44,"brandName":83,"brandSlug":84,"logoUrl":85,"websiteUrl":86,"compositeIndex":176,"mentionRate":177,"rankScore":173,"recommendStrength":96,"firstMentionRate":178,"mentionCount":174,"totalQuestions":90,"rankPosition":44},92.4,93,92,{"rank":36,"brandName":62,"brandSlug":63,"logoUrl":64,"websiteUrl":65,"compositeIndex":180,"mentionRate":181,"rankScore":172,"recommendStrength":177,"firstMentionRate":171,"mentionCount":174,"totalQuestions":90,"rankPosition":36},91.35,91,{"rank":40,"brandName":69,"brandSlug":70,"logoUrl":71,"websiteUrl":72,"compositeIndex":183,"mentionRate":172,"rankScore":181,"recommendStrength":184,"firstMentionRate":185,"mentionCount":174,"totalQuestions":90,"rankPosition":40},89.15,86,85,{"rank":90,"brandName":106,"brandSlug":107,"logoUrl":108,"websiteUrl":109,"compositeIndex":187,"mentionRate":188,"rankScore":172,"recommendStrength":185,"firstMentionRate":189,"mentionCount":174,"totalQuestions":90,"rankPosition":90},88.05,89,83,{"rank":98,"brandName":91,"brandSlug":92,"logoUrl":93,"websiteUrl":94,"compositeIndex":191,"mentionRate":96,"rankScore":188,"recommendStrength":184,"firstMentionRate":185,"mentionCount":174,"totalQuestions":90,"rankPosition":98},87.55,{"rank":48,"brandName":158,"brandSlug":159,"logoUrl":160,"websiteUrl":161,"compositeIndex":193,"mentionRate":194,"rankScore":96,"recommendStrength":172,"firstMentionRate":195,"mentionCount":174,"totalQuestions":90,"rankPosition":48},87.3,87,82,{"rank":113,"brandName":136,"brandSlug":137,"logoUrl":138,"websiteUrl":139,"compositeIndex":197,"mentionRate":184,"rankScore":96,"recommendStrength":194,"firstMentionRate":198,"mentionCount":174,"totalQuestions":90,"rankPosition":113},86.45,84,{"rank":52,"brandName":121,"brandSlug":122,"logoUrl":123,"websiteUrl":124,"compositeIndex":200,"mentionRate":185,"rankScore":198,"recommendStrength":172,"firstMentionRate":181,"mentionCount":174,"totalQuestions":90,"rankPosition":52},85.9,{"rank":57,"brandName":114,"brandSlug":115,"logoUrl":116,"websiteUrl":117,"compositeIndex":202,"mentionRate":198,"rankScore":189,"recommendStrength":188,"firstMentionRate":184,"mentionCount":174,"totalQuestions":90,"rankPosition":57},84.5,{"engineConfigId":36,"engineDisplayName":38,"runDate":204,"brandCount":10,"rankings":205},"2026-06-12T21:54:20.315883",[206,210,212,214,216,218,220,221,223,225],{"rank":32,"brandName":76,"brandSlug":77,"logoUrl":78,"websiteUrl":79,"compositeIndex":207,"mentionRate":171,"rankScore":208,"recommendStrength":173,"firstMentionRate":209,"mentionCount":174,"totalQuestions":90,"rankPosition":32},96.15,97,98,{"rank":44,"brandName":69,"brandSlug":70,"logoUrl":71,"websiteUrl":72,"compositeIndex":211,"mentionRate":173,"rankScore":171,"recommendStrength":181,"firstMentionRate":185,"mentionCount":174,"totalQuestions":90,"rankPosition":44},93.45,{"rank":36,"brandName":62,"brandSlug":63,"logoUrl":64,"websiteUrl":65,"compositeIndex":213,"mentionRate":177,"rankScore":181,"recommendStrength":171,"firstMentionRate":208,"mentionCount":174,"totalQuestions":90,"rankPosition":36},93.25,{"rank":40,"brandName":83,"brandSlug":84,"logoUrl":85,"websiteUrl":86,"compositeIndex":215,"mentionRate":181,"rankScore":178,"recommendStrength":188,"firstMentionRate":173,"mentionCount":174,"totalQuestions":90,"rankPosition":40},91.15,{"rank":90,"brandName":106,"brandSlug":107,"logoUrl":108,"websiteUrl":109,"compositeIndex":217,"mentionRate":172,"rankScore":178,"recommendStrength":96,"firstMentionRate":198,"mentionCount":174,"totalQuestions":90,"rankPosition":90},89.9,{"rank":98,"brandName":158,"brandSlug":159,"logoUrl":160,"websiteUrl":161,"compositeIndex":219,"mentionRate":188,"rankScore":172,"recommendStrength":96,"firstMentionRate":195,"mentionCount":174,"totalQuestions":90,"rankPosition":98},88.6,{"rank":48,"brandName":91,"brandSlug":92,"logoUrl":93,"websiteUrl":94,"compositeIndex":219,"mentionRate":96,"rankScore":181,"recommendStrength":194,"firstMentionRate":198,"mentionCount":174,"totalQuestions":90,"rankPosition":48},{"rank":113,"brandName":136,"brandSlug":137,"logoUrl":138,"websiteUrl":139,"compositeIndex":222,"mentionRate":194,"rankScore":188,"recommendStrength":184,"firstMentionRate":185,"mentionCount":174,"totalQuestions":90,"rankPosition":113},87.25,{"rank":52,"brandName":121,"brandSlug":122,"logoUrl":123,"websiteUrl":124,"compositeIndex":224,"mentionRate":184,"rankScore":194,"recommendStrength":188,"firstMentionRate":172,"mentionCount":174,"totalQuestions":90,"rankPosition":52},87.1,{"rank":57,"brandName":99,"brandSlug":100,"logoUrl":101,"websiteUrl":102,"compositeIndex":226,"mentionRate":185,"rankScore":96,"recommendStrength":189,"firstMentionRate":178,"mentionCount":174,"totalQuestions":90,"rankPosition":57},86.35,{"engineConfigId":40,"engineDisplayName":41,"runDate":228,"brandCount":57,"rankings":229},"2026-04-26T12:06:32.633242",[230,232,234,236,238,240,243,245,247,249],{"rank":32,"brandName":76,"brandSlug":77,"logoUrl":78,"websiteUrl":79,"compositeIndex":231,"mentionRate":170,"rankScore":171,"recommendStrength":178,"firstMentionRate":173,"mentionCount":174,"totalQuestions":90,"rankPosition":32},94.7,{"rank":44,"brandName":62,"brandSlug":63,"logoUrl":64,"websiteUrl":65,"compositeIndex":233,"mentionRate":178,"rankScore":172,"recommendStrength":96,"firstMentionRate":170,"mentionCount":174,"totalQuestions":90,"rankPosition":44},91.2,{"rank":36,"brandName":69,"brandSlug":70,"logoUrl":71,"websiteUrl":72,"compositeIndex":235,"mentionRate":172,"rankScore":178,"recommendStrength":194,"firstMentionRate":184,"mentionCount":174,"totalQuestions":90,"rankPosition":36},89.75,{"rank":40,"brandName":83,"brandSlug":84,"logoUrl":85,"websiteUrl":86,"compositeIndex":237,"mentionRate":96,"rankScore":188,"recommendStrength":185,"firstMentionRate":194,"mentionCount":174,"totalQuestions":90,"rankPosition":40},87.7,{"rank":90,"brandName":136,"brandSlug":137,"logoUrl":138,"websiteUrl":139,"compositeIndex":239,"mentionRate":194,"rankScore":96,"recommendStrength":184,"firstMentionRate":188,"mentionCount":174,"totalQuestions":90,"rankPosition":90},87.2,{"rank":98,"brandName":158,"brandSlug":159,"logoUrl":160,"websiteUrl":161,"compositeIndex":241,"mentionRate":194,"rankScore":177,"recommendStrength":195,"firstMentionRate":242,"mentionCount":174,"totalQuestions":90,"rankPosition":98},87.05,78,{"rank":48,"brandName":121,"brandSlug":122,"logoUrl":123,"websiteUrl":124,"compositeIndex":244,"mentionRate":184,"rankScore":185,"recommendStrength":194,"firstMentionRate":178,"mentionCount":174,"totalQuestions":90,"rankPosition":48},86.3,{"rank":113,"brandName":114,"brandSlug":115,"logoUrl":116,"websiteUrl":117,"compositeIndex":246,"mentionRate":185,"rankScore":184,"recommendStrength":198,"firstMentionRate":96,"mentionCount":174,"totalQuestions":90,"rankPosition":113},85.4,{"rank":52,"brandName":152,"brandSlug":153,"logoUrl":154,"websiteUrl":155,"compositeIndex":248,"mentionRate":195,"rankScore":198,"recommendStrength":185,"firstMentionRate":172,"mentionCount":174,"totalQuestions":90,"rankPosition":52},83.55,{"rank":57,"brandName":106,"brandSlug":107,"logoUrl":108,"websiteUrl":109,"compositeIndex":250,"mentionRate":251,"rankScore":252,"recommendStrength":253,"firstMentionRate":254,"mentionCount":174,"totalQuestions":90,"rankPosition":57},69.7,70,75,65,60,{"engineConfigId":44,"engineDisplayName":46,"runDate":256,"brandCount":57,"rankings":257},"2026-04-25T11:45:02.10637",[258,260,262,264,266,267,269,271,274,276],{"rank":32,"brandName":76,"brandSlug":77,"logoUrl":78,"websiteUrl":79,"compositeIndex":259,"mentionRate":178,"rankScore":170,"recommendStrength":96,"firstMentionRate":188,"mentionCount":174,"totalQuestions":90,"rankPosition":32},91.95,{"rank":44,"brandName":62,"brandSlug":63,"logoUrl":64,"websiteUrl":65,"compositeIndex":261,"mentionRate":172,"rankScore":178,"recommendStrength":172,"firstMentionRate":181,"mentionCount":174,"totalQuestions":90,"rankPosition":44},90.6,{"rank":36,"brandName":69,"brandSlug":70,"logoUrl":71,"websiteUrl":72,"compositeIndex":263,"mentionRate":188,"rankScore":181,"recommendStrength":184,"firstMentionRate":194,"mentionCount":174,"totalQuestions":90,"rankPosition":36},88.85,{"rank":40,"brandName":121,"brandSlug":122,"logoUrl":123,"websiteUrl":124,"compositeIndex":265,"mentionRate":194,"rankScore":188,"recommendStrength":185,"firstMentionRate":172,"mentionCount":174,"totalQuestions":90,"rankPosition":40},87.5,{"rank":90,"brandName":106,"brandSlug":107,"logoUrl":108,"websiteUrl":109,"compositeIndex":193,"mentionRate":96,"rankScore":172,"recommendStrength":198,"firstMentionRate":195,"mentionCount":174,"totalQuestions":90,"rankPosition":90},{"rank":98,"brandName":83,"brandSlug":84,"logoUrl":85,"websiteUrl":86,"compositeIndex":268,"mentionRate":185,"rankScore":96,"recommendStrength":195,"firstMentionRate":198,"mentionCount":174,"totalQuestions":90,"rankPosition":98},85.3,{"rank":48,"brandName":136,"brandSlug":137,"logoUrl":138,"websiteUrl":139,"compositeIndex":270,"mentionRate":198,"rankScore":184,"recommendStrength":189,"firstMentionRate":185,"mentionCount":174,"totalQuestions":90,"rankPosition":48},84.55,{"rank":113,"brandName":158,"brandSlug":159,"logoUrl":160,"websiteUrl":161,"compositeIndex":272,"mentionRate":189,"rankScore":185,"recommendStrength":273,"firstMentionRate":195,"mentionCount":174,"totalQuestions":90,"rankPosition":113},83.05,80,{"rank":52,"brandName":152,"brandSlug":153,"logoUrl":154,"websiteUrl":155,"compositeIndex":275,"mentionRate":273,"rankScore":195,"recommendStrength":185,"firstMentionRate":189,"mentionCount":174,"totalQuestions":90,"rankPosition":52},81.65,{"rank":57,"brandName":114,"brandSlug":115,"logoUrl":116,"websiteUrl":117,"compositeIndex":277,"mentionRate":278,"rankScore":198,"recommendStrength":242,"firstMentionRate":273,"mentionCount":174,"totalQuestions":90,"rankPosition":57},81.3,81,{"engineConfigId":48,"engineDisplayName":49,"runDate":280,"brandCount":57,"rankings":281},"2026-04-26T12:04:38.538834",[282,284,286,288,290,293,295,297,299,301],{"rank":32,"brandName":76,"brandSlug":77,"logoUrl":78,"websiteUrl":79,"compositeIndex":283,"mentionRate":178,"rankScore":173,"recommendStrength":96,"firstMentionRate":172,"mentionCount":174,"totalQuestions":90,"rankPosition":32},91.8,{"rank":44,"brandName":83,"brandSlug":84,"logoUrl":85,"websiteUrl":86,"compositeIndex":285,"mentionRate":96,"rankScore":194,"recommendStrength":198,"firstMentionRate":184,"mentionCount":174,"totalQuestions":90,"rankPosition":44},86.75,{"rank":36,"brandName":69,"brandSlug":70,"logoUrl":71,"websiteUrl":72,"compositeIndex":287,"mentionRate":184,"rankScore":96,"recommendStrength":195,"firstMentionRate":242,"mentionCount":174,"totalQuestions":90,"rankPosition":36},85.5,{"rank":40,"brandName":62,"brandSlug":63,"logoUrl":64,"websiteUrl":65,"compositeIndex":289,"mentionRate":195,"rankScore":273,"recommendStrength":185,"firstMentionRate":178,"mentionCount":174,"totalQuestions":90,"rankPosition":40},82.55,{"rank":90,"brandName":158,"brandSlug":159,"logoUrl":160,"websiteUrl":161,"compositeIndex":291,"mentionRate":273,"rankScore":195,"recommendStrength":242,"firstMentionRate":292,"mentionCount":174,"totalQuestions":90,"rankPosition":90},79.8,72,{"rank":98,"brandName":121,"brandSlug":122,"logoUrl":123,"websiteUrl":124,"compositeIndex":294,"mentionRate":4,"rankScore":252,"recommendStrength":273,"firstMentionRate":195,"mentionCount":174,"totalQuestions":90,"rankPosition":98},76.95,{"rank":48,"brandName":114,"brandSlug":115,"logoUrl":116,"websiteUrl":117,"compositeIndex":296,"mentionRate":149,"rankScore":292,"recommendStrength":4,"firstMentionRate":273,"mentionCount":174,"totalQuestions":90,"rankPosition":48},74.3,{"rank":113,"brandName":152,"brandSlug":153,"logoUrl":154,"websiteUrl":155,"compositeIndex":298,"mentionRate":251,"rankScore":292,"recommendStrength":242,"firstMentionRate":198,"mentionCount":174,"totalQuestions":90,"rankPosition":113},73.3,{"rank":52,"brandName":136,"brandSlug":137,"logoUrl":138,"websiteUrl":139,"compositeIndex":300,"mentionRate":292,"rankScore":251,"recommendStrength":4,"firstMentionRate":242,"mentionCount":174,"totalQuestions":90,"rankPosition":52},72.9,{"rank":57,"brandName":106,"brandSlug":107,"logoUrl":108,"websiteUrl":109,"compositeIndex":302,"mentionRate":303,"rankScore":149,"recommendStrength":292,"firstMentionRate":253,"mentionCount":174,"totalQuestions":90,"rankPosition":57},70.8,68,{"engineConfigId":52,"engineDisplayName":55,"runDate":305,"brandCount":48,"rankings":306},"2026-04-23T01:47:59.802559",[307,309,314,318,320,323,325],{"rank":32,"brandName":62,"brandSlug":63,"logoUrl":64,"websiteUrl":65,"compositeIndex":173,"mentionRate":308,"rankScore":308,"recommendStrength":273,"firstMentionRate":273,"mentionCount":90,"totalQuestions":90,"rankPosition":32},100,{"rank":44,"brandName":76,"brandSlug":77,"logoUrl":78,"websiteUrl":79,"compositeIndex":310,"mentionRate":311,"rankScore":312,"recommendStrength":308,"firstMentionRate":313,"mentionCount":44,"totalQuestions":90,"rankPosition":90},64,40,86.67,20,{"rank":36,"brandName":114,"brandSlug":115,"logoUrl":116,"websiteUrl":117,"compositeIndex":315,"mentionRate":254,"rankScore":316,"recommendStrength":317,"firstMentionRate":174,"mentionCount":36,"totalQuestions":90,"rankPosition":10},47.67,56.67,33.33,{"rank":40,"brandName":152,"brandSlug":153,"logoUrl":154,"websiteUrl":155,"compositeIndex":319,"mentionRate":254,"rankScore":254,"recommendStrength":174,"firstMentionRate":174,"mentionCount":36,"totalQuestions":90,"rankPosition":151},42,{"rank":90,"brandName":121,"brandSlug":122,"logoUrl":123,"websiteUrl":124,"compositeIndex":321,"mentionRate":313,"rankScore":322,"recommendStrength":174,"firstMentionRate":174,"mentionCount":32,"totalQuestions":90,"rankPosition":113},31,76.67,{"rank":98,"brandName":136,"brandSlug":137,"logoUrl":138,"websiteUrl":139,"compositeIndex":324,"mentionRate":174,"rankScore":273,"recommendStrength":174,"firstMentionRate":174,"mentionCount":174,"totalQuestions":90,"rankPosition":48},24,{"rank":48,"brandName":158,"brandSlug":159,"logoUrl":160,"websiteUrl":161,"compositeIndex":57,"mentionRate":174,"rankScore":317,"recommendStrength":174,"firstMentionRate":174,"mentionCount":174,"totalQuestions":90,"rankPosition":326},21,{"engineConfigId":57,"engineDisplayName":58,"runDate":328,"brandCount":57,"rankings":329},"2026-04-26T12:06:28.492287",[330,332,334,336,337,339,341,343,345,347],{"rank":32,"brandName":76,"brandSlug":77,"logoUrl":78,"websiteUrl":79,"compositeIndex":331,"mentionRate":170,"rankScore":171,"recommendStrength":172,"firstMentionRate":178,"mentionCount":174,"totalQuestions":90,"rankPosition":32},94.1,{"rank":44,"brandName":69,"brandSlug":70,"logoUrl":71,"websiteUrl":72,"compositeIndex":333,"mentionRate":177,"rankScore":173,"recommendStrength":188,"firstMentionRate":195,"mentionCount":174,"totalQuestions":90,"rankPosition":44},91.55,{"rank":36,"brandName":62,"brandSlug":63,"logoUrl":64,"websiteUrl":65,"compositeIndex":335,"mentionRate":178,"rankScore":172,"recommendStrength":96,"firstMentionRate":170,"mentionCount":174,"totalQuestions":90,"rankPosition":36},90.8,{"rank":40,"brandName":83,"brandSlug":84,"logoUrl":85,"websiteUrl":86,"compositeIndex":237,"mentionRate":96,"rankScore":188,"recommendStrength":185,"firstMentionRate":194,"mentionCount":174,"totalQuestions":90,"rankPosition":40},{"rank":90,"brandName":106,"brandSlug":107,"logoUrl":108,"websiteUrl":109,"compositeIndex":338,"mentionRate":96,"rankScore":188,"recommendStrength":195,"firstMentionRate":198,"mentionCount":174,"totalQuestions":90,"rankPosition":90},86.95,{"rank":98,"brandName":136,"brandSlug":137,"logoUrl":138,"websiteUrl":139,"compositeIndex":340,"mentionRate":184,"rankScore":194,"recommendStrength":198,"firstMentionRate":189,"mentionCount":174,"totalQuestions":90,"rankPosition":98},85.55,{"rank":48,"brandName":158,"brandSlug":159,"logoUrl":160,"websiteUrl":161,"compositeIndex":342,"mentionRate":185,"rankScore":194,"recommendStrength":184,"firstMentionRate":273,"mentionCount":174,"totalQuestions":90,"rankPosition":48},85.15,{"rank":113,"brandName":121,"brandSlug":122,"logoUrl":123,"websiteUrl":124,"compositeIndex":344,"mentionRate":198,"rankScore":185,"recommendStrength":185,"firstMentionRate":172,"mentionCount":174,"totalQuestions":90,"rankPosition":113},84.9,{"rank":52,"brandName":114,"brandSlug":115,"logoUrl":116,"websiteUrl":117,"compositeIndex":346,"mentionRate":195,"rankScore":189,"recommendStrength":198,"firstMentionRate":185,"mentionCount":174,"totalQuestions":90,"rankPosition":52},82.75,{"rank":57,"brandName":152,"brandSlug":153,"logoUrl":154,"websiteUrl":155,"compositeIndex":348,"mentionRate":242,"rankScore":4,"recommendStrength":185,"firstMentionRate":96,"mentionCount":174,"totalQuestions":90,"rankPosition":57},79.45,{"rankingTakeaways":350,"selectedRankingDescription":355},[351,352,353,354],"GitHub Copilot is the current #1 entity in AI Coding Agent with a 90.5 AI Index and 91.4% mention rate. This makes it the clearest public benchmark for how AI systems currently answer category comparison prompts.","Claude Code is the nearest visible challenger at #2, trailing GitHub Copilot by 0.8 points. That gap is the first signal to inspect when deciding whether this leaderboard is leader-dominated or actively contested.","Cursor rounds out the podium at #3. Comparing the top three against engine-level tabs helps separate broad recommendation consistency from single-engine strength.","The latest public snapshot refreshed on 2026-06-12, covering 7 tracked engines and 14 entities. Freshness matters because AI recommendations can shift as models, retrieval sources, and category evidence change.","Combined AI visibility across all tracked engines. Default view shows the top 10 entities.",{"engineDisplayName":34,"dataPoints":357},[358,373,389,410,439],{"runDate":359,"brands":360},"2026-04-22T07:45:55.840285",[361,362,364,366,368,370,371,372],{"brandName":62,"compositeIndex":171,"mentionRate":308},{"brandName":114,"compositeIndex":363,"mentionRate":308},67,{"brandName":136,"compositeIndex":365,"mentionRate":254},63.33,{"brandName":121,"compositeIndex":367,"mentionRate":273},58,{"brandName":152,"compositeIndex":369,"mentionRate":254},49,{"brandName":76,"compositeIndex":369,"mentionRate":311},{"brandName":83,"compositeIndex":52,"mentionRate":174},{"brandName":158,"compositeIndex":98,"mentionRate":174},{"runDate":374,"brands":375},"2026-04-23T01:47:39.028906",[376,377,378,380,382,384,386,388],{"brandName":62,"compositeIndex":195,"mentionRate":308},{"brandName":136,"compositeIndex":242,"mentionRate":308},{"brandName":121,"compositeIndex":379,"mentionRate":308},71,{"brandName":152,"compositeIndex":381,"mentionRate":308},62,{"brandName":76,"compositeIndex":383,"mentionRate":311},53,{"brandName":114,"compositeIndex":385,"mentionRate":254},51,{"brandName":158,"compositeIndex":387,"mentionRate":273},34,{"brandName":83,"compositeIndex":113,"mentionRate":174},{"runDate":390,"brands":391},"2026-04-25T11:45:11.939977",[392,394,396,398,399,401,402,403,405,407],{"brandName":62,"compositeIndex":393,"mentionRate":178},91.6,{"brandName":76,"compositeIndex":395,"mentionRate":172},90.1,{"brandName":114,"compositeIndex":397,"mentionRate":188},88.7,{"brandName":136,"compositeIndex":187,"mentionRate":96},{"brandName":121,"compositeIndex":400,"mentionRate":194},87.15,{"brandName":69,"compositeIndex":224,"mentionRate":96},{"brandName":83,"compositeIndex":244,"mentionRate":184},{"brandName":158,"compositeIndex":404,"mentionRate":198},84.2,{"brandName":152,"compositeIndex":406,"mentionRate":252},76.45,{"brandName":106,"compositeIndex":408,"mentionRate":409},43.8,45,{"runDate":411,"brands":412},"2026-06-10T22:16:44.091224",[413,415,416,418,419,421,423,424,426,428,430,432,435,437],{"brandName":76,"compositeIndex":414,"mentionRate":173},93.6,{"brandName":62,"compositeIndex":178,"mentionRate":178},{"brandName":69,"compositeIndex":417,"mentionRate":172},88.95,{"brandName":91,"compositeIndex":87,"mentionRate":188},{"brandName":83,"compositeIndex":420,"mentionRate":96},87.8,{"brandName":106,"compositeIndex":422,"mentionRate":194},85.95,{"brandName":136,"compositeIndex":342,"mentionRate":185},{"brandName":158,"compositeIndex":425,"mentionRate":198},84.6,{"brandName":114,"compositeIndex":427,"mentionRate":195},82.3,{"brandName":121,"compositeIndex":429,"mentionRate":278},82.1,{"brandName":152,"compositeIndex":431,"mentionRate":4},77.85,{"brandName":99,"compositeIndex":433,"mentionRate":434},77.1,77,{"brandName":128,"compositeIndex":436,"mentionRate":163},73.9,{"brandName":144,"compositeIndex":438,"mentionRate":251},71.4,{"runDate":166,"brands":440},[441,442,443,444,445,446,447,448,449,450,451,454,456,458],{"brandName":76,"compositeIndex":169,"mentionRate":170},{"brandName":83,"compositeIndex":176,"mentionRate":177},{"brandName":62,"compositeIndex":180,"mentionRate":181},{"brandName":69,"compositeIndex":183,"mentionRate":172},{"brandName":106,"compositeIndex":187,"mentionRate":188},{"brandName":91,"compositeIndex":191,"mentionRate":96},{"brandName":158,"compositeIndex":193,"mentionRate":194},{"brandName":136,"compositeIndex":197,"mentionRate":184},{"brandName":121,"compositeIndex":200,"mentionRate":185},{"brandName":114,"compositeIndex":202,"mentionRate":198},{"brandName":152,"compositeIndex":452,"mentionRate":453},80.55,79,{"brandName":99,"compositeIndex":455,"mentionRate":242},78.05,{"brandName":128,"compositeIndex":457,"mentionRate":163},73.6,{"brandName":144,"compositeIndex":459,"mentionRate":251},71.6]