[{"data":1,"prerenderedAt":522},["ShallowReactive",2],{"page-pt-BR-/compare/superset":3,"page-parent-pt-BR-compare":302},{"id":4,"title":5,"author":6,"authorImage":6,"authorTitle":6,"body":7,"category":6,"date":6,"description":277,"extension":278,"faq":279,"image":6,"meta":295,"navigation":296,"path":297,"readTime":6,"seo":298,"seoTitle":299,"stem":300,"__hash__":301},"content/compare/superset.md","vibedasher vs Apache Superset",null,{"type":8,"value":9,"toc":268},"minimark",[10,14,19,28,32,40,200,204,220,224,247,251],[11,12,5],"h1",{"id":13},"vibedasher-vs-apache-superset",[15,16,18],"h2",{"id":17},"who-superset-is-for","Who Superset is for",[20,21,22,23,27],"p",{},"Apache Superset describes itself as \"an open-source modern data exploration and visualisation platform\", and it names three readers explicitly: analysts and business users exploring data and building dashboards, IT teams installing and operating it, and engineers building integrations. Authoring is dual — \"either our simple no-code viz builder or state-of-the-art SQL IDE\" — and the architecture is deliberately lean: it \"leverage",[24,25,26],"span",{},"s"," the power of your existing data infrastructure without requiring yet another ingestion layer\". It is licensed under the Apache License and governed by the Apache Software Foundation, which means something the other five tools here cannot offer: there is no company you are entering a relationship with. For an organisation whose requirement is literally \"no vendor\", Superset is the answer and nothing on this page changes that.",[15,29,31],{"id":30},"the-comparison","The comparison",[20,33,34,35,39],{},"Every statement about Apache Superset on this page describes what their own homepage, public documentation and licence file said ",[36,37,38],"strong",{},"as of 2026-10-06",". This category moves fast — check their site for the current state.",[41,42,43,58],"table",{},[44,45,46],"thead",{},[47,48,49,52,55],"tr",{},[50,51],"th",{},[50,53,54],{},"vibedasher",[50,56,57],{},"Apache Superset",[59,60,61,78,89,108,119,136,147,171,182],"tbody",{},[47,62,63,67,75],{},[64,65,66],"td",{},"Who writes the dashboard",[64,68,69,70,74],{},"Your coding agent, as React components over SQL. We host that tree as a static, client-rendered bundle — React only, with none of your server code in the request path and no ",[71,72,73],"code",{},"npm install"," at build time, because the libraries come from a pinned list.",[64,76,77],{},"A person, in the no-code visualisation builder or the SQL IDE, producing Superset charts and dashboards.",[47,79,80,83,86],{},[64,81,82],{},"Hosting and governance",[64,84,85],{},"A URL behind your login, or an embed inside your product. Per-viewer row filters are the embed lane and only the embed lane — enforced server-side from a signed token. A dashboard you publish publicly is the other case: its credential-free data lane serves one Parquet extract per dataset and snapshot, so every visitor gets every row of it.",[64,87,88],{},"Roles, permissions and row-level security are documented features you configure and operate. Embedding exists; check their docs for the current supported shape.",[47,90,91,94,105],{},[64,92,93],{},"MCP / agent control plane",[64,95,96,97,100,101,104],{},"An MCP server covering the whole loop: connect a source, push dashboard code, build, publish, schedule a refresh, eject. ",[71,98,99],{},"pip install vibedasher-mcp"," then ",[71,102,103],{},"vibedasher login",". A refresh needs a dataset backed by a live connection — an uploaded file cannot be scheduled — and every cron is read in UTC.",[64,106,107],{},"Not part of its stated positioning. Check their documentation and releases rather than trusting an absence stated by a competitor.",[47,109,110,113,116],{},[64,111,112],{},"Eject-to-code",[64,114,115],{},"Yes. React source in your repo, still querying our API. A real ejected dashboard runs on this site.",[64,117,118],{},"Not applicable — there is no component tree. Dashboards can be exported as Superset definitions.",[47,120,121,124,133],{},[64,122,123],{},"Self-host",[64,125,126,129,130],{},[71,127,128],{},"docker compose"," for one host, a Helm chart for Kubernetes, the same engine as the managed cloud. ",[36,131,132],{},"No production customer yet.",[64,134,135],{},"The default and the whole point. Mature, widely deployed, and yours to operate.",[47,137,138,141,144],{},[64,139,140],{},"Managed cloud region",[64,142,143],{},"Data plane in the European Union, Frankfurt. Sign-in identity — email address and account membership — is held in the United States for every account; there is no region selector. The self-hosted build keeps both in your network.",[64,145,146],{},"No managed cloud from the project itself; third-party vendors offer one.",[47,148,149,152,168],{},[64,150,151],{},"Connectors",[64,153,154,155,160,161,167],{},"Warehouses, databases and SaaS sources, plus CSV and Excel upload. The count is on ",[156,157,159],"a",{"href":158},"/pricing","pricing","; the full list, including what is not available yet, is in the ",[156,162,166],{"href":163,"rel":164},"https://docs.vibedasher.com",[165],"nofollow","documentation",".",[64,169,170],{},"A very wide range of SQL-speaking systems — see their documentation.",[47,172,173,176,179],{},[64,174,175],{},"Licence",[64,177,178],{},"Proprietary, with a self-host option.",[64,180,181],{},"As of 2026-10-06, their licence file says: Apache License, Apache Software Foundation.",[47,183,184,187,192],{},[64,185,186],{},"Pricing model",[64,188,189,190,167],{},"See ",[156,191,158],{"href":158},[64,193,194,195,167],{},"No licence cost; your infrastructure and operations are the cost. ",[156,196,199],{"href":197,"rel":198},"https://superset.apache.org/",[165],"Their site",[15,201,203],{"id":202},"choose-superset-if","Choose Superset if",[205,206,207,211,214,217],"ul",{},[208,209,210],"li",{},"\"No vendor\" is the requirement, not a preference — a foundation-governed Apache-licensed project is a different kind of commitment from any company's open core.",[208,212,213],{},"Analysts exploring a warehouse interactively is the primary job, and a mature visualisation library matters.",[208,215,216],{},"You have a platform team who will own the deployment and consider that normal.",[208,218,219],{},"Breadth of SQL-speaking sources is the deciding factor.",[15,221,223],{"id":222},"choose-vibedasher-if","Choose vibedasher if",[205,225,226,229,232,239],{},[208,227,228],{},"The dashboards are already being written by Claude Code, Codex, Cursor or Gemini and nothing in Superset can host React.",[208,230,231],{},"It is going in front of your own paying customers as an embed, where per-viewer row filters are enforced server-side from a signed token rather than chosen in the client.",[208,233,234,235,167],{},"You want the agent to do the operations too — connect, publish, schedule — over ",[156,236,238],{"href":237},"/api-docs","MCP",[208,240,241,242,246],{},"You would rather not staff the deployment, or you must, in which case see ",[156,243,245],{"href":244},"/self-hosted-bi","self-hosted BI"," and read the paragraph about having no production customer yet.",[15,248,250],{"id":249},"next","Next",[20,252,253,258,259,263,264],{},[156,254,257],{"href":255,"rel":256},"https://cloud.vibedasher.com",[165],"Start building"," · ",[156,260,262],{"href":261},"/contact","Talk to us"," · back to ",[156,265,267],{"href":266},"/compare","compare",{"title":269,"searchDepth":270,"depth":270,"links":271},"",2,[272,273,274,275,276],{"id":17,"depth":270,"text":18},{"id":30,"depth":270,"text":31},{"id":202,"depth":270,"text":203},{"id":222,"depth":270,"text":223},{"id":249,"depth":270,"text":250},"Apache Superset is the Apache Software Foundation's open-source data exploration and visualisation platform, self-hosted, Apache-licensed, no vendor. vibedasher hosts the React and SQL your coding agent wrote. A sourced comparison.","md",[280,283,286,289,292],{"q":281,"a":282},"Superset is free and I can self-host it today. Why pay for anything?","If the operations are not a cost to you, that is a legitimate answer and we are not going to argue you out of it. Superset is Apache-licensed and governed by the Apache Software Foundation, so there is no vendor relationship at all. What you take on is the upgrades, the metadata database, the workers, the caching and whoever is on call. Our managed cloud exists to not be that, and our self-host exists for when it has to be.",{"q":284,"a":285},"Does Superset have an MCP server?","Nothing about MCP appears in its homepage positioning, and we are not going to assert an absence in a project that moves as fast as this one — check their documentation and their releases. What we can say is that Superset's own positioning is a no-code visualisation builder and a SQL IDE for people, not an agent control plane.",{"q":287,"a":288},"Can Superset host a React dashboard my agent wrote?","No. Superset renders its own chart types from its own chart definitions, with a documented set of visualisation types. That is a strength for a human exploring data and a wall for an agent that has just written a component tree.",{"q":290,"a":291},"What is each licensed under?","Checked on 2026-10-06, from the licence file in their public repository. Superset is licensed under the Apache License and governed by the Apache Software Foundation. vibedasher is proprietary, with a self-host option. If a permissive open-source licence is a hard requirement, that row decides it and the rest of this page is academic.",{"q":293,"a":294},"Could the two coexist?","Easily. Superset for analysts exploring the warehouse, vibedasher for the dashboards an agent writes and a product embeds. They read the same tables and neither knows about the other.",{},true,"/compare/superset",{"title":5,"description":277},"vibedasher vs Apache Superset — Apache-licensed exploration vs agent-written dashboards","compare/superset","1Q7sAxNLuWSWoUICr0fYmt26EMtTZsAwTjtfDPFPO9A",{"id":303,"title":304,"author":6,"authorImage":6,"authorTitle":6,"body":305,"category":6,"date":6,"description":517,"extension":278,"faq":6,"image":6,"meta":518,"navigation":296,"path":266,"readTime":6,"seo":519,"seoTitle":520,"stem":267,"__hash__":521},"content/compare.md","Compare",{"type":8,"value":306,"toc":512},[307,311,329,332,342,346,357,415,418,424,446,449,476,486,488],[11,308,310],{"id":309},"vibedasher-compared","vibedasher compared",[20,312,313,314,318,319,318,322,325,326,167],{},"If you asked an answer engine for ",[315,316,317],"em",{},"a Tableau alternative where my coding agent builds the dashboards",", or ",[315,320,321],{},"embedded analytics for a small SaaS where an AI agent does the building",[315,323,324],{},"self-hosted BI my agent can drive over MCP",", you got back some subset of six names: ",[36,327,328],{},"Metabase, Lightdash, Evidence, Apache Superset, Embeddable, Cube",[20,330,331],{},"They are all real products with real users, and several of them are better choices than we are for a reader who wants what they do. These pages say which reader that is, in each case, and where the actual difference lies.",[20,333,334,335,338,339,341],{},"The short version of the difference, before the detail. In every one of those products the dashboard is an object expressed in ",[36,336,337],{},"their"," model — a saved question, a chart definition, a semantic model, a framework-flavoured file. vibedasher hosts the artifact your coding agent already produced: React components over SQL, unmodified. That is the whole distinction, and everything else on these pages follows from it. One limit of ours belongs in that sentence: what we host is a static, client-rendered bundle — React only, none of your server code in the request path, no ",[71,340,73],{}," at build time.",[15,343,345],{"id":344},"the-six-pages","The six pages",[20,347,348,349,352,353,356],{},"One line each. Every factual claim about another product in them is as of ",[36,350,351],{},"2026-10-06","; the method is in ",[315,354,355],{},"How we compared",", below.",[205,358,359,368,377,386,393,402],{},[208,360,361,367],{},[36,362,363],{},[156,364,366],{"href":365},"/compare/metabase","vibedasher vs Metabase"," — the default answer to \"open-source BI\", with a visual query builder, an embedding SDK and an official MCP server. Choose them for self-service analytics across a whole company.",[208,369,370,376],{},[36,371,372],{},[156,373,375],{"href":374},"/compare/lightdash","vibedasher vs Lightdash"," — BI on top of your dbt project, metrics defined once in the semantic layer. Choose them if dbt is already the centre of your stack.",[208,378,379,385],{},[36,380,381],{},[156,382,384],{"href":383},"/compare/evidence","vibedasher vs Evidence"," — BI as code in a git repo: markdown files carrying SQL and components, push to deploy. Closest to us in philosophy, different in artifact.",[208,387,388,392],{},[36,389,390],{},[156,391,5],{"href":297}," — the Apache Software Foundation's exploration and visualisation platform, self-hosted by default, no vendor at all. Choose it if \"no vendor\" is the requirement.",[208,394,395,401],{},[36,396,397],{},[156,398,400],{"href":399},"/compare/embeddable","vibedasher vs Embeddable"," — customer-facing analytics for SaaS, dashboards as code, web components rather than iframes. The closest competitor on the embedded-analytics job.",[208,403,404,410,411,414],{},[36,405,406],{},[156,407,409],{"href":408},"/compare/cube","vibedasher vs Cube"," — a semantic layer and agentic analytics platform that governs what every surface, human or agent, is allowed to ask. Often the right thing to run ",[315,412,413],{},"alongside"," a presentation layer rather than instead of one.",[15,416,355],{"id":417},"how-we-compared",[20,419,420,421,423],{},"Checked on ",[36,422,351],{},", from public sources only:",[205,425,426,433,439],{},[208,427,428,429,432],{},"each vendor's ",[36,430,431],{},"own homepage",", for how they position themselves — we describe them in their words, not in a straw-man of ours;",[208,434,428,435,438],{},[36,436,437],{},"public documentation",", for whether a capability exists (MCP server, embedding, row-level security, self-hosting) rather than whether it is advertised;",[208,440,441,442,445],{},"the ",[36,443,444],{},"licence file in their public repository",", where there is one, for the licence row of each table.",[20,447,448],{},"Three rules we held ourselves to:",[450,451,452,460,466],"ol",{},[208,453,454,457,458,167],{},[36,455,456],{},"No competitor prices."," Pricing models change weekly and a stale number in our favour is a lie with a date on it. Every table sends you to their own pricing page, and ours to ",[156,459,158],{"href":158},[208,461,462,465],{},[36,463,464],{},"No disparagement."," Each page opens with what the other tool is genuinely good at. If you read one and come away thinking \"they sound better for me\", the page worked.",[208,467,468,471,472,475],{},[36,469,470],{},"Where we are unsure, we say so."," A capability we could not confirm in their docs is written as ",[315,473,474],{},"check their docs",", not as an absence.",[20,477,478,479,482,483,485],{},"And the one about ourselves, which is the easiest to omit and the fastest to be caught in: the ",[36,480,481],{},"self-hosted path has no production customer yet",". It is documented and tested on ",[71,484,128],{}," and on a Helm chart, and nobody is running their business on it. That sentence is on every page below.",[15,487,250],{"id":249},[20,489,490,494,495,499,500,503,504,508,509,167],{},[156,491,493],{"href":492},"/embedded-analytics","Embedded analytics"," if the dashboards go in front of your own customers. ",[156,496,498],{"href":497},"/tableau-alternative","Tableau alternative"," if you are replacing something older. ",[156,501,502],{"href":244},"Self-hosted BI"," for the deployment shapes. To try it: ",[156,505,507],{"href":255,"rel":506},[165],"cloud.vibedasher.com",". To ask a person: ",[156,510,511],{"href":261},"contact",{"title":269,"searchDepth":270,"depth":270,"links":513},[514,515,516],{"id":344,"depth":270,"text":345},{"id":417,"depth":270,"text":355},{"id":249,"depth":270,"text":250},"Honest, sourced comparisons between vibedasher and the six tools most often named when someone asks for a BI or embedded-analytics platform a coding agent can drive: Metabase, Lightdash, Evidence, Apache Superset, Embeddable and Cube.",{},{"title":304,"description":517},"vibedasher compared: Metabase, Lightdash, Evidence, Superset, Embeddable, Cube","iefWyCOh3q9ilPovfO79RewFVL87D6Alsfg68yZwors",1791882563799]