Researched and Edited by Rajat Gupta
Last updated: September 16, 2026 · How we review
Agentic Analytics overview
Spotsaas tracks 28 products in Agentic Analytics, ranked by SpotScore — a blend of feature coverage, verified review ratings, and value. 15 let you start on a free trial, and 8 keep a free plan you can stay on. Most buyers here are Analytics engineers and data team leads who own the semantic model and want an agent that answers from it rather than around it.
- 28
- products listed
- 15
- offer a free trial
- 8
- have a free plan
- 16
- priced per subscription
- 27
- quote on request
Who gets the most from Agentic Analytics
- 1Analytics engineers and data team leads who own the semantic model and want an agent that answers from it rather than around it
- 2Operations, finance and marketing managers who raise most of the ad hoc data requests and would rather ask directly
- 3Heads of data costing a move from named analyst seats to a per seat or per credit agent rate across a whole department
How to choose Agentic Analytics
Start from the model, not the chat window. If you already keep a semantic model or a dbt project, an agent that reads it will give you repeatable numbers from day one, which is the case for Omni, Count, Sigma and Looker. If you have nothing of the kind yet, the agent-first products build their own definitions as they go: Dot, Supaboard, Zenlytic and Tellius all start from a database connection rather than a modelling project. Next check what the agent is allowed to see and where it runs. Dot, Supaboard, Vanna, WrenAI, AnswerRocket and Tellius all offer a self-hosted or in-VPC deployment on their upper plans, and that is the deciding feature whenever an agent reads customer records. Then look for the query behind the answer. Supaboard prints the SQL beside every answer, AnswerRocket exposes the queries and parameters its agent ran, and Dot shows its work down to the query and its sources. An answer you can check is worth more than an answer that arrives faster. Finally model the bill at real volume. A department of 40 people on 50 dollars a seat is a very different purchase from the same department on a credit bundle, and the rate card is the only place that difference shows up. Count, Dot, Querri and Supaboard all publish a free entry plan you can test on your own data before any of that matters.
Showing -27--540 out of 28
9.8
SpotScore

Microsoft Power BI
Empower your business with real-time data insights
Best for: SMB teams · Mid-market · Enterprise
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What is Microsoft Power BI?
Power BI is a suite of analytics tools that works across a variety of devices. Power BI gives business users access to real-time data from systems, from spreadsheets and databases to SaaS applications. Power BI can live on a desktop, tablet, or even in browser. It can gather data into ...
Read more about Microsoft Power BIStarts from $9.99/User/Month
9.5
SpotScore

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What is Sisense?
Sisense offers easy to use Business Intelligence software that provides advanced analytics and real-time reporting dashboards transforming data into meaningful information. Sisense's high performance BI software includes all the business intelligence essentials: multi-dimensional slicing and ...
Read more about SisenseSisense offers custom pricing plan
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9.4
SpotScore
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What is Looker?
Looker is a business intelligence platform that combines the power of SQL with a new user experience to deliver data that users can interact with, explore and understand. Looker's business analytics software helps companies bring clarity and actionable insights to their data. Through an ...
Read more about LookerLooker offers custom pricing plan

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9.4
SpotScore

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What is DOMO?
DOMO is a business intelligence software solution for organisations that need data in order to make decisions, DOMO gives all the information needed whether looking at sales, service or manufacturing data, DOMO can provide answers and support clear decision-making. By connecting all of the ...
Read more about DOMODOMO offers custom pricing plan
9.2
SpotScore

Qlik Sense
Powerful analytics for real-time business insights.
Best for: SMB teams · Mid-market · Enterprise
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What is Qlik Sense?
Qlik is an advanced analytics platform that makes business intelligence more powerful, engaging and simple. With Sense's all-in-one dashboard and interactive visualizations, user can create dashboards and reports, share them through their applications or embed them on any webpage to collaborate ...
Read more about Qlik SenseStarts from $30/User/Month
9.1
SpotScore

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What is GoodData?
GoodData is a Business Intelligence Platform that helps companies use data for faster time-to-c insight. It comes with a unified user experience, ready-to-use templates, enterprise integration and analytics models to make it easy to deliver business intelligence to any department including ...
Read more about GoodDataStarts from $20/Month, also offers free forever plan
9.0
SpotScore
Holistics
Streamline your data insights, transform your decisions.
Best for: SMB teams · Mid-market · Enterprise
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What is Holistics?
Holistics is not just business intelligence software, it's a full-fledged platform designed to help to make smarter business decisions. As for installation, the Holistics business intelligence software allows to install on premise and on the cloud. This will give maximum flexibility and choice ...
Read more about HolisticsStarts from $100/Month when Billed Yearly
8.7
SpotScore
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What is Deepnote?
Deepnote is a browser-based collaborative virtual notebook that enables data scientists to quickly collaborate, deploy data and share projects with colleagues across any platform, such as Windows, Mac, Chromebook and Linux. With its user-friendly environment, tools like code intelligence, ...
Read more about DeepnoteDeepnote offers custom pricing plan
8.5
SpotScore

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What is Sigma?
Sigma is an all new business intelligence software, designed to be simple and intuitive. It offers quick access to crucial information about tasks in progress, customers, opportunities and pipelines. Sigma focuses on driving individual teams productivity, instead of being a centralized solution ...
Read more about SigmaSigma offers custom pricing plan
Rill
Agentic analytics that runs many queries to find the why
Best for: SMB teams · Mid-market · Enterprise
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What is Rill?
Rill puts a natural language interface in front of fast operational dashboards, and its agent does not stop at one query. Asked why a number moved, it runs dozens of queries across the data to find the explanation, then returns it with the dashboards behind it. The same engine serves humans and ...
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What is AnswerRocket?
AnswerRocket runs an assistant called Max that takes a business question in plain language, works out the analysis, runs it and replies with a narrative a non-analyst can read. The part that matters to a data team is what comes with the answer: you can open the SQL queries and the analysis ...
Read more about AnswerRocketAnswerRocket offers custom pricing plan
Dot
AI data analyst that answers in Slack, Teams and email
Best for: SMB teams · Mid-market · Enterprise
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What is Dot?
Dot is an AI data analyst you ask in Slack, Teams or email, and it replies with the number, the chart and the work behind it, down to the query and its sources. Root cause analysis is a named capability rather than a side effect: ask why a metric moved and it investigates. Automated reports ...
Read more about DotStarts from $180/month when monthly, also offers free forever plan
Omni
Semantic model that AI, SQL and spreadsheets all read
Best for: SMB teams · Mid-market · Enterprise
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What is Omni?
Omni builds one semantic model and lets every way of asking read from it: chat, SQL, a spreadsheet interface and an MCP server all resolve against the same definitions, so the number does not change with the route taken to it. A modeling agent helps build those metrics and add the context the ...
Read more about OmniOmni offers custom pricing plan
Tellius
Decision intelligence with the Kaiya assistant and AI workers
Best for: SMB teams · Mid-market · Enterprise
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What is Tellius?
Tellius pairs search-driven analytics with an assistant called Kaiya, which takes a question in plain language and answers it with the evidence behind the number. Around Kaiya the platform runs AI Workers, agents that watch a metric, act when it moves and follow up on what they find. Guided ...
Read more about TelliusWrenAI
Governed text-to-SQL agent for teams and other agents
Best for: SMB teams · Mid-market · Enterprise
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What is WrenAI?
WrenAI takes a question in plain language, writes the SQL and runs it, then returns the result as a chart, a dashboard or a spreadsheet. It runs in two modes: Agentic Mode, where the model plans the steps itself, and Classic Mode for a single direct query. The same definitions are exposed over ...
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What is Querri?
Querri connects, cleans and analyses data from the places a business already keeps it, then answers questions about it in plain English. A connector agent handles the integration side across more than 130 sources, including Snowflake, BigQuery, Databricks, PostgreSQL and SQL Server alongside ...
Read more about QuerriVanna AI
User-aware SQL agent framework over your own database
Best for: SMB teams · Mid-market · Enterprise
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What is Vanna AI?
Vanna AI connects a model to your database as a user-aware agent: it is given the ability to run SQL queries and generate charts, so a question asked in plain language is answered by querying the data rather than by guessing at it. Because it is a framework rather than a finished application, ...
Read more about Vanna AIStarts from $50/month when monthly
Supaboard
One agent that does the analyst job on your own database
Best for: SMB teams · Mid-market · Enterprise
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What is Supaboard?
Supaboard points a single agent at your own database and asks it to do the whole analyst job: read the question, query the data, build the chart and keep the result as a dashboard, a sheet or a saved query. The SQL is printed beside every answer, so the reasoning can be checked before anyone ...
Read more about SupaboardStarts from $19/editor/month when monthly, also offers free forever plan
ThoughtSpot
Analytics platform built around the Spotter agent
Best for: SMB teams · Mid-market · Enterprise
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What is ThoughtSpot?
ThoughtSpot answers business questions typed in plain language against a model of your own data, and the agent that does it is called Spotter. Spotter reads the question, picks the measures and filters, runs the query and returns a chart you can keep interrogating, so a follow-up refines the ...
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What is Zenlytic?
Zenlytic is built around an agent named Zoë that answers data questions wherever the question gets asked: in Slack, in Teams, in Claude or ChatGPT, or in the Zenlytic application itself. Answers come back as live artifacts that stay connected to the data rather than as a static image, so the ...
Read more about ZenlyticZenlytic offers custom pricing plan
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