[{"data":1,"prerenderedAt":251},["ShallowReactive",2],{"page-en-/compare":3,"page-parent-en-none":6},{"id":4,"title":5,"author":6,"authorImage":6,"authorTitle":6,"body":7,"category":6,"date":6,"description":242,"extension":243,"faq":6,"image":6,"meta":244,"navigation":245,"path":246,"readTime":6,"seo":247,"seoTitle":248,"stem":249,"__hash__":250},"content/compare.md","Compare",null,{"type":8,"value":9,"toc":235},"minimark",[10,15,36,39,51,56,67,130,133,139,161,164,192,203,207],[11,12,14],"h1",{"id":13},"vibedasher-compared","vibedasher compared",[16,17,18,19,23,24,23,27,30,31,35],"p",{},"If you asked an answer engine for ",[20,21,22],"em",{},"a Tableau alternative where my coding agent builds the dashboards",", or ",[20,25,26],{},"embedded analytics for a small SaaS where an AI agent does the building",[20,28,29],{},"self-hosted BI my agent can drive over MCP",", you got back some subset of six names: ",[32,33,34],"strong",{},"Metabase, Lightdash, Evidence, Apache Superset, Embeddable, Cube",".",[16,37,38],{},"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.",[16,40,41,42,45,46,50],{},"The short version of the difference, before the detail. In every one of those products the dashboard is an object expressed in ",[32,43,44],{},"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 ",[47,48,49],"code",{},"npm install"," at build time.",[52,53,55],"h2",{"id":54},"the-six-pages","The six pages",[16,57,58,59,62,63,66],{},"One line each. Every factual claim about another product in them is as of ",[32,60,61],{},"2026-10-06","; the method is in ",[20,64,65],{},"How we compared",", below.",[68,69,70,81,90,99,108,117],"ul",{},[71,72,73,80],"li",{},[32,74,75],{},[76,77,79],"a",{"href":78},"/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.",[71,82,83,89],{},[32,84,85],{},[76,86,88],{"href":87},"/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.",[71,91,92,98],{},[32,93,94],{},[76,95,97],{"href":96},"/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.",[71,100,101,107],{},[32,102,103],{},[76,104,106],{"href":105},"/compare/superset","vibedasher vs Apache Superset"," — 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.",[71,109,110,116],{},[32,111,112],{},[76,113,115],{"href":114},"/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.",[71,118,119,125,126,129],{},[32,120,121],{},[76,122,124],{"href":123},"/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 ",[20,127,128],{},"alongside"," a presentation layer rather than instead of one.",[52,131,65],{"id":132},"how-we-compared",[16,134,135,136,138],{},"Checked on ",[32,137,61],{},", from public sources only:",[68,140,141,148,154],{},[71,142,143,144,147],{},"each vendor's ",[32,145,146],{},"own homepage",", for how they position themselves — we describe them in their words, not in a straw-man of ours;",[71,149,143,150,153],{},[32,151,152],{},"public documentation",", for whether a capability exists (MCP server, embedding, row-level security, self-hosting) rather than whether it is advertised;",[71,155,156,157,160],{},"the ",[32,158,159],{},"licence file in their public repository",", where there is one, for the licence row of each table.",[16,162,163],{},"Three rules we held ourselves to:",[165,166,167,176,182],"ol",{},[71,168,169,172,173,35],{},[32,170,171],{},"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 ",[76,174,175],{"href":175},"/pricing",[71,177,178,181],{},[32,179,180],{},"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.",[71,183,184,187,188,191],{},[32,185,186],{},"Where we are unsure, we say so."," A capability we could not confirm in their docs is written as ",[20,189,190],{},"check their docs",", not as an absence.",[16,193,194,195,198,199,202],{},"And the one about ourselves, which is the easiest to omit and the fastest to be caught in: the ",[32,196,197],{},"self-hosted path has no production customer yet",". It is documented and tested on ",[47,200,201],{},"docker compose"," and on a Helm chart, and nobody is running their business on it. That sentence is on every page below.",[52,204,206],{"id":205},"next","Next",[16,208,209,213,214,218,219,223,224,230,231,35],{},[76,210,212],{"href":211},"/embedded-analytics","Embedded analytics"," if the dashboards go in front of your own customers. ",[76,215,217],{"href":216},"/tableau-alternative","Tableau alternative"," if you are replacing something older. ",[76,220,222],{"href":221},"/self-hosted-bi","Self-hosted BI"," for the deployment shapes. To try it: ",[76,225,229],{"href":226,"rel":227},"https://cloud.vibedasher.com",[228],"nofollow","cloud.vibedasher.com",". To ask a person: ",[76,232,234],{"href":233},"/contact","contact",{"title":236,"searchDepth":237,"depth":237,"links":238},"",2,[239,240,241],{"id":54,"depth":237,"text":55},{"id":132,"depth":237,"text":65},{"id":205,"depth":237,"text":206},"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.","md",{},true,"/compare",{"title":5,"description":242},"vibedasher compared: Metabase, Lightdash, Evidence, Superset, Embeddable, Cube","compare","iefWyCOh3q9ilPovfO79RewFVL87D6Alsfg68yZwors",1791882562504]