vioscaleAI

BI Software

An independent, evidence-based ranking of 19 bi software, scored on public signals with full provenance, never on user reviews or paid placement.

Machine formatsMarkdownJSONGraphQLAll open, no key required.
Top signal weightsCapabilities 0.17Package downloads 0.14Integrations 0.09Development activity 0.09
Rank by intent
BalancedMost adoptedMost actively maintainedMost secureBest value
Ranking basisMost actively maintainedDevelopment activity 0.17Capabilities 0.15Package downloads 0.12Integrations 0.08

Same facts, re-weighted. Only the weighting changes, never the underlying evidence.

BI Software ranked by vioscaleAI composite score
#SoftwareScoreConfidence
164Apache SupersetA self-hosted, open-source platform for building dashboards and exploring SQL data64medium · 66%
264RillFast analytics platform for both humans and AI agents, powered by open OLAP engines64high · 75%
361Lightdash61medium · 72%
461MetabaseQuery, visualize, and explore data with built-in AI assistance61medium · 73%
555EvidenceAI-powered business intelligence where teams and agents collaborate to build and deploy analytics55medium · 67%
650RedashA data analytics platform that enables organizations to connect diverse data sources, create visual reports, and share insights across teams.50medium · 65%
775CubeAn AI-native analytics platform with a semantic data layer that provides governed, reliable business intelligence to both human users and autonomous agents75medium · 73%
874PresetCloud-hosted business intelligence platform built on open-source Apache Superset, combining visual dashboards with AI-powered analytics74medium · 70%
966SisenseData analytics platform for building dashboards and reports from database queries66medium · 71%
1064ThoughtSpotA unified analytics platform providing AI-driven insights with data governance across business applications and workflows64low · 39%
1164DomoGoverned Data for AI Agents64low · 31%
1258Sigma ComputingAn AI-first analytics platform that brings applications directly to governed warehouse data58low · 33%
1354OmniTransform data into trustworthy AI-powered insights for any organization54medium · 56%
1453HexAI-powered analytics platform that lets business users and data teams ask questions about data in plain language and build dashboards through conversational AI53medium · 72%
1552LookerA business intelligence platform that combines semantic data modeling with artificial intelligence to enable interactive analytics and dashboards52medium · 53%
1649Mode49low · 41%
1749Qlik49low · 36%
1848SpotfireAn industrial analytics platform that consolidates fragmented operational data to enable expert-driven decisions in high-stakes environments48low · 19%
1943HolisticsAn analytics platform providing business users with AI-powered and drag-and-drop access to consistently defined metrics managed through a code-based semantic la43medium · 55%
No tools on this page match that name.

Ranked by the vioscaleAI composite: independent signals, not user reviews. See the method.

BI Software compared

Head-to-head on the attributes that matter here, with a source and date on every value.

BI Software: common questions

How does vioscaleAI rank BI Software?

vioscaleAI ranks bi software on a confidence-weighted blend of independent signals, weighted most on capabilities, package downloads, integrations. Scores come from public evidence such as adoption, activity and security posture, never from user reviews or paid placement.

What is the highest-scored tool in BI Software?

Apache Superset currently leads with a vioscaleAI composite score of 64/100. The full ranking, with the evidence behind every score, is on this page.

How many tools does vioscaleAI list in BI Software?

vioscaleAI currently lists 19 in BI Software, each with a dated, sourced profile.

Can a vendor pay to rank higher in BI Software?

No. Vendors can claim and correct their profile, but placement can never be bought. That independence is what makes the ranking trustworthy for buyers and AI.