01
Qlik Sense
Lead with data
Qlik Sense enables users to create dashboards and explore data through unique visualisations. It empowers organisations to uncover insights for faster, smarter decision-making.
98.0
Enterprise embedded analytics software
10 ranked, with a plain verdict on every entry.
Qlik Sense comes first on this list for Business analysts and data explorers. cube.dev is built for modern data teams, and keeps every answer governed and consistent through one semantic model. ThoughtSpot serves Business leaders and data teams, and provides governed answers grounded in verified business definitions.
RANKENTRYSCORETRENDFROM
1
Qlik SenseThe AI tool allows users to create dashboards and see unique visualisations of their data98.0NEWCustom
3
ThoughtSpotAllows embedding agent-powered experiences into any application94.0NEW$1,250 per month (Essential plan for 20 users)
5
GoodDataUses Apache Iceberg zero-copy to keep data available across engines without duplication92.0NEWCustom
6
MetabaseProvides answers guided by a semantic layer of metrics and business logic90.0NEWFree (open-source); USD 120/user/month (Pro plan)
7
PlotlyOffers open-source graphing libraries supporting Python and Javascript88.0NEWFree (open-source); USD 420/year (Chart Studio)
9
Dundas Data VisualizationAllows building white-label embedded analytics without constraints84.0NEW–
CURATED · UPDATED REGULARLY
The ranking, in detail
02
cube.dev
The agentic analytics platform built on a semantic layer
Cube.dev is an agentic analytics platform built on a semantic layer. It provides governed business intelligence for both human users and AI agents.
94.0
03
ThoughtSpot
AI-powered natural language analytics for everyone
ThoughtSpot is an agentic analytics platform that powers trusted insights across applications and workflows. It offers a unified solution for enterprise analytics and embedded intelligence.
94.0
04
Bold BI
Embedded BI and AI analytics for SaaS products
Bold BI is an embedded analytics platform combining white-label dashboards with AI capabilities. It allows SaaS providers to integrate natural-language data insights directly into their applications.
92.0
05
GoodData
Data. Done Right.
GoodData is an AI-native decision intelligence platform that unifies analytics, agents, and data serving. It is built for continuous, high-concurrency agentic demand that traditional data platforms were never designed to serve.
92.0
06
Metabase
Simple Analytics for Everyone
Metabase is an open source AI analytics platform offering self-service business intelligence. It enables teams to explore data and build embedded customer-facing analytics with ease.
90.0
07
Plotly
Interactive Visualisation for Modern Analytics
Plotly provides interactive data visualisation tools and software. It enables the creation of analytics applications using Python and JavaScript.
88.0
08
Preset
Take analytics to the next level with AI
Preset is an open analytics platform for the modern data stack. Preset Cloud provides a fully hosted service for Apache Superset.
88.0
09
Dundas Data Visualization
Premium software and service for game-changing insights
Dundas Data Visualization offers an end-to-end platform for business intelligence and data analytics. It provides a fully programmable solution with open APIs and rich capabilities.
84.0
10
Yellowfin
The only enterprise analytics platform with integrated automated storytelling
Yellowfin is an enterprise analytics platform combining automated storytelling with collaboration. It serves as a leading embedded BI solution trusted by over one million users worldwide.
82.0
Not on this ranking?
Positions 1, 2 and 3 are available to buy for twelve months.
Frequently asked questions
What do the top four say they are built for?
Qlik Sense says it is built for Business analysts and data explorers, and cube.dev for modern data teams. ThoughtSpot says it is built for Business leaders and data teams, and Bold BI for SaaS vendors embedding analytics.
What should a buyer check before signing up?
cube.dev states that self-serve customers cannot pay via ACH or wire transfer and must use credit cards. Those are the limits each product publishes itself, not a full account of any plan.