[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"leaderboard-brand-vector-databases-chroma":3,"leaderboard-industry-vector-databases":84},{"pageState":4,"canonicalPath":5,"industryId":6,"industrySlug":7,"industryName":8,"collectionType":9,"brandId":10,"brandName":11,"brandSlug":12,"websiteUrl":13,"overallScore":14,"industryRank":15,"brandCount":15,"enginesCovered":16,"lastUpdatedAt":17,"summary":18,"strengths":19,"weaknesses":19,"trendNotes":19,"seoTitle":20,"seoDescription":21,"faq":22,"engineBreakdowns":23,"competitors":53,"overallTrend":71,"interactionSummary":72,"liveInsights":74,"qualification":75},"CURRENT","/leaderboard/vector-databases/brands/chroma",173,"vector-databases","Vector Databases","CATEGORY",6760,"Chroma","chroma","https://www.trychroma.com/",80.56,6,5,"Sun Aug 23 2026 20:10:34 GMT+0000 (Coordinated Universal Time)","Chroma ranks #6 in Vector Databases with an overall AI visibility score of 80.56.","","Chroma AI Visibility in Vector Databases | AIvsRank","Chroma ranks #6 in the Vector Databases AI visibility leaderboard.",[],[24,31,37,43,48],{"engineCode":25,"engineName":26,"rank":15,"score":27,"mentionRate":28,"mentions":29,"runDate":30},"grok-4-5-videofree","Grok 4.5 via VideoFree",77.7,76,0,"2026-08-23T20:10:21.239Z",{"engineCode":32,"engineName":33,"rank":15,"score":34,"mentionRate":35,"mentions":29,"runDate":36},"chatgpt","ChatGPT",81.8,82,"2026-08-23T20:10:24.567Z",{"engineCode":38,"engineName":39,"rank":15,"score":40,"mentionRate":41,"mentions":29,"runDate":42},"gemini-3-5-flash-lite-openrouter","Gemini 3.5 Flash-Lite via OpenRouter",84.55,85,"2026-08-23T20:10:28.007Z",{"engineCode":44,"engineName":45,"rank":15,"score":46,"mentionRate":28,"mentions":29,"runDate":47},"claude-haiku-4-5-openrouter","Claude Haiku 4.5 via OpenRouter",77.25,"2026-08-23T20:10:31.379Z",{"engineCode":49,"engineName":50,"rank":15,"score":51,"mentionRate":35,"mentions":29,"runDate":52},"kimi-k2-7-code-openrouter","Kimi K2.7 Code via OpenRouter",81.5,"2026-08-23T20:10:34.970Z",[54,59,65],{"brandName":55,"brandSlug":56,"rank":16,"overallScore":57,"scoreGap":58},"Milvus","milvus",86.92,-6.36,{"brandName":60,"brandSlug":61,"rank":62,"overallScore":63,"scoreGap":64},"Weaviate","weaviate",4,87.9,-7.34,{"brandName":66,"brandSlug":67,"rank":68,"overallScore":69,"scoreGap":70},"Qdrant","qdrant",3,88.02,-7.46,[],{"upvoteCount":29,"followCount":29,"isUpvoted":73,"isFollowed":73},false,{"rankInterpretation":19,"engineDivergenceInterpretation":19,"competitorGapInterpretation":19,"trendInterpretation":19},{"state":76,"indexable":77,"sitemapEligible":77,"linkEligible":77,"contentCompleteness":78,"reasonCodes":79,"dataAsOf":82,"freshUntil":83,"lastModifiedAt":82},"current",true,"complete",[80,81],"historical_accepted_path_preserved","retained_accepted_lkg","2026-08-25T10:58:58.437Z","2026-09-24T10:58:58.437Z",{"id":6,"slug":7,"nameCn":8,"nameEn":8,"collectionType":9,"qualification":85,"brandCount":15,"faq":87,"engines":97,"overallRankings":130,"publishedBrandLinks":154,"latestRuns":161,"liveInsights":240},{"state":76,"indexable":77,"sitemapEligible":77,"linkEligible":77,"contentCompleteness":78,"reasonCodes":86,"dataAsOf":82,"freshUntil":83,"lastModifiedAt":82},[80,81],[88,91,94],{"question":89,"answer":90},"How is the Vector Databases leaderboard calculated?","Overall ranking combines the latest AI visibility signals across tracked engines for Vector Databases, including rank position, recommendation strength, and mention-rate patterns.",{"question":92,"answer":93},"Why can Pinecone lead overall but differ by engine?","Each AI engine can prefer different brands, evidence, freshness, and recommendation patterns, so engine-specific rankings can diverge from the combined leaderboard.",{"question":95,"answer":96},"How often is this Vector Databases leaderboard updated?","This leaderboard updates whenever new completed runs are available for Vector Databases, with the latest refresh date shown on the page.",[98,102,106,110,115,118,120,122,124,126],{"id":99,"code":100,"slug":101,"displayName":100},1000005,"Sonar","perplexity",{"id":103,"code":104,"slug":105,"displayName":104},1000007,"MiniMax","minimax",{"id":107,"code":108,"slug":109,"displayName":108},1000008,"GLM","glm",{"id":111,"code":112,"slug":113,"displayName":114},1000009,"Qwen3.6","qwen","Qwen",{"id":116,"code":25,"slug":117,"displayName":26},1,"grok",{"id":119,"code":32,"slug":32,"displayName":33},2,{"id":68,"code":38,"slug":121,"displayName":39},"gemini",{"id":62,"code":44,"slug":123,"displayName":45},"claude",{"id":16,"code":49,"slug":125,"displayName":50},"kimi",{"id":15,"code":127,"slug":128,"displayName":129},"deepseek-v4-flash-bailian","deepseek","DeepSeek V4 Flash via Bailian",[131,137,143,146,149,152],{"rank":116,"brandName":132,"brandSlug":133,"websiteUrl":134,"compositeIndex":135,"mentionRate":136},"Pinecone","pinecone","https://www.pinecone.io/",91.12,91.2,{"rank":119,"brandName":138,"brandSlug":139,"websiteUrl":140,"compositeIndex":141,"mentionRate":142},"Zilliz Cloud","zilliz-cloud","https://zilliz.com/cloud",89.01,88.6,{"rank":68,"brandName":66,"brandSlug":67,"websiteUrl":144,"compositeIndex":69,"mentionRate":145},"https://qdrant.tech/",87,{"rank":62,"brandName":60,"brandSlug":61,"websiteUrl":147,"compositeIndex":63,"mentionRate":148},"https://weaviate.io/",88,{"rank":16,"brandName":55,"brandSlug":56,"websiteUrl":150,"compositeIndex":57,"mentionRate":151},"https://milvus.io/",86.2,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":14,"mentionRate":153},80.2,[155,156,157,158,159,160],{"brandName":11,"brandSlug":12},{"brandName":55,"brandSlug":56},{"brandName":132,"brandSlug":133},{"brandName":66,"brandSlug":67},{"brandName":60,"brandSlug":61},{"brandName":138,"brandSlug":139},[162,187,200,213,228],{"engineConfigId":116,"engineDisplayName":26,"runDate":30,"brandCount":15,"rankings":163},[164,170,175,178,180,183],{"rank":116,"brandName":132,"brandSlug":133,"websiteUrl":134,"compositeIndex":165,"mentionRate":166,"rankScore":167,"recommendStrength":168,"firstMentionRate":169,"mentionCount":29,"totalQuestions":15,"rankPosition":116},92.55,93,91,94,95,{"rank":119,"brandName":138,"brandSlug":139,"websiteUrl":140,"compositeIndex":171,"mentionRate":172,"rankScore":167,"recommendStrength":173,"firstMentionRate":174,"mentionCount":29,"totalQuestions":15,"rankPosition":119},90.35,90,92,86,{"rank":68,"brandName":66,"brandSlug":67,"websiteUrl":144,"compositeIndex":176,"mentionRate":145,"rankScore":166,"recommendStrength":148,"firstMentionRate":177,"mentionCount":29,"totalQuestions":15,"rankPosition":68},89.05,84,{"rank":62,"brandName":60,"brandSlug":61,"websiteUrl":147,"compositeIndex":179,"mentionRate":148,"rankScore":173,"recommendStrength":174,"firstMentionRate":35,"mentionCount":29,"totalQuestions":15,"rankPosition":62},88.1,{"rank":16,"brandName":55,"brandSlug":56,"websiteUrl":150,"compositeIndex":181,"mentionRate":41,"rankScore":172,"recommendStrength":145,"firstMentionRate":182,"mentionCount":29,"totalQuestions":15,"rankPosition":16},86.05,72,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":27,"mentionRate":28,"rankScore":184,"recommendStrength":185,"firstMentionRate":186,"mentionCount":29,"totalQuestions":15,"rankPosition":15},74,80,96,{"engineConfigId":119,"engineDisplayName":33,"runDate":36,"brandCount":15,"rankings":188},[189,191,193,195,197,199],{"rank":116,"brandName":132,"brandSlug":133,"websiteUrl":134,"compositeIndex":190,"mentionRate":167,"rankScore":173,"recommendStrength":167,"firstMentionRate":166,"mentionCount":29,"totalQuestions":15,"rankPosition":116},91.45,{"rank":119,"brandName":138,"brandSlug":139,"websiteUrl":140,"compositeIndex":192,"mentionRate":172,"rankScore":166,"recommendStrength":167,"firstMentionRate":41,"mentionCount":29,"totalQuestions":15,"rankPosition":119},90.7,{"rank":68,"brandName":66,"brandSlug":67,"websiteUrl":144,"compositeIndex":194,"mentionRate":148,"rankScore":167,"recommendStrength":194,"firstMentionRate":145,"mentionCount":29,"totalQuestions":15,"rankPosition":68},89,{"rank":62,"brandName":60,"brandSlug":61,"websiteUrl":147,"compositeIndex":196,"mentionRate":194,"rankScore":172,"recommendStrength":145,"firstMentionRate":148,"mentionCount":29,"totalQuestions":15,"rankPosition":62},88.85,{"rank":16,"brandName":55,"brandSlug":56,"websiteUrl":150,"compositeIndex":196,"mentionRate":148,"rankScore":168,"recommendStrength":145,"firstMentionRate":198,"mentionCount":29,"totalQuestions":15,"rankPosition":16},78,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":34,"mentionRate":35,"rankScore":185,"recommendStrength":198,"firstMentionRate":168,"mentionCount":29,"totalQuestions":15,"rankPosition":15},{"engineConfigId":68,"engineDisplayName":39,"runDate":42,"brandCount":15,"rankings":201},[202,204,206,208,210,212],{"rank":116,"brandName":132,"brandSlug":133,"websiteUrl":134,"compositeIndex":203,"mentionRate":173,"rankScore":172,"recommendStrength":169,"firstMentionRate":168,"mentionCount":29,"totalQuestions":15,"rankPosition":116},92.05,{"rank":119,"brandName":138,"brandSlug":139,"websiteUrl":140,"compositeIndex":205,"mentionRate":167,"rankScore":166,"recommendStrength":172,"firstMentionRate":148,"mentionCount":29,"totalQuestions":15,"rankPosition":119},91.15,{"rank":68,"brandName":66,"brandSlug":67,"websiteUrl":144,"compositeIndex":207,"mentionRate":172,"rankScore":167,"recommendStrength":172,"firstMentionRate":148,"mentionCount":29,"totalQuestions":15,"rankPosition":68},90.25,{"rank":62,"brandName":60,"brandSlug":61,"websiteUrl":147,"compositeIndex":209,"mentionRate":172,"rankScore":173,"recommendStrength":148,"firstMentionRate":41,"mentionCount":29,"totalQuestions":15,"rankPosition":62},89.7,{"rank":16,"brandName":55,"brandSlug":56,"websiteUrl":150,"compositeIndex":211,"mentionRate":194,"rankScore":168,"recommendStrength":145,"firstMentionRate":198,"mentionCount":29,"totalQuestions":15,"rankPosition":16},89.25,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":40,"mentionRate":41,"rankScore":185,"recommendStrength":41,"firstMentionRate":186,"mentionCount":29,"totalQuestions":15,"rankPosition":15},{"engineConfigId":62,"engineDisplayName":45,"runDate":47,"brandCount":15,"rankings":214},[215,216,219,221,224,226],{"rank":116,"brandName":132,"brandSlug":133,"websiteUrl":134,"compositeIndex":63,"mentionRate":148,"rankScore":145,"recommendStrength":194,"firstMentionRate":172,"mentionCount":29,"totalQuestions":15,"rankPosition":116},{"rank":119,"brandName":60,"brandSlug":61,"websiteUrl":147,"compositeIndex":217,"mentionRate":41,"rankScore":148,"recommendStrength":177,"firstMentionRate":218,"mentionCount":29,"totalQuestions":15,"rankPosition":119},85.4,83,{"rank":68,"brandName":66,"brandSlug":67,"websiteUrl":144,"compositeIndex":220,"mentionRate":177,"rankScore":148,"recommendStrength":41,"firstMentionRate":35,"mentionCount":29,"totalQuestions":15,"rankPosition":68},85.35,{"rank":62,"brandName":138,"brandSlug":139,"websiteUrl":140,"compositeIndex":222,"mentionRate":218,"rankScore":145,"recommendStrength":177,"firstMentionRate":223,"mentionCount":29,"totalQuestions":15,"rankPosition":62},84.25,81,{"rank":16,"brandName":55,"brandSlug":56,"websiteUrl":150,"compositeIndex":225,"mentionRate":35,"rankScore":194,"recommendStrength":223,"firstMentionRate":198,"mentionCount":29,"totalQuestions":15,"rankPosition":16},83.7,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":46,"mentionRate":28,"rankScore":227,"recommendStrength":184,"firstMentionRate":41,"mentionCount":29,"totalQuestions":15,"rankPosition":15},79,{"engineConfigId":16,"engineDisplayName":50,"runDate":52,"brandCount":15,"rankings":229},[230,232,233,235,237,239],{"rank":116,"brandName":132,"brandSlug":133,"websiteUrl":134,"compositeIndex":231,"mentionRate":173,"rankScore":167,"recommendStrength":173,"firstMentionRate":166,"mentionCount":29,"totalQuestions":15,"rankPosition":116},91.65,{"rank":119,"brandName":138,"brandSlug":139,"websiteUrl":140,"compositeIndex":142,"mentionRate":194,"rankScore":172,"recommendStrength":148,"firstMentionRate":218,"mentionCount":29,"totalQuestions":15,"rankPosition":119},{"rank":68,"brandName":60,"brandSlug":61,"websiteUrl":147,"compositeIndex":234,"mentionRate":148,"rankScore":172,"recommendStrength":41,"firstMentionRate":35,"mentionCount":29,"totalQuestions":15,"rankPosition":68},87.45,{"rank":62,"brandName":55,"brandSlug":56,"websiteUrl":150,"compositeIndex":236,"mentionRate":145,"rankScore":167,"recommendStrength":177,"firstMentionRate":28,"mentionCount":29,"totalQuestions":15,"rankPosition":62},86.75,{"rank":16,"brandName":66,"brandSlug":67,"websiteUrl":144,"compositeIndex":238,"mentionRate":174,"rankScore":148,"recommendStrength":41,"firstMentionRate":177,"mentionCount":29,"totalQuestions":15,"rankPosition":16},86.45,{"rank":15,"brandName":11,"brandSlug":12,"websiteUrl":13,"compositeIndex":51,"mentionRate":35,"rankScore":198,"recommendStrength":185,"firstMentionRate":166,"mentionCount":29,"totalQuestions":15,"rankPosition":15},{"rankingTakeaways":241,"selectedRankingDescription":19},[]]