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List of the Best Agentic Analytics Software in 2026

Rajat Gupta
Researched and Edited by Rajat Gupta
Rajat Gupta

Researched and Edited by Rajat Gupta

Last updated: September 16, 2026 · How we review

Agentic Analytics overview

Spotsaas tracks 10 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.

10
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 1-10 out of 10

8.5

SpotScore

Sigma - Business Intelligence Software

Sigma

Empower teams, unleash insights.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Sigma offers custom pricing plan

9.2

SpotScore

Qlik Sense - Business Intelligence Software

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 ...

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Free Trial·

Starts from $30/User/Month

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Pyramid Decision Intelligence Platform

Pyramid Decision Intelligence Platform

Unlock insights, elevate decisions, transform your data strategy.

Best for: SMB teams · Mid-market · Enterprise

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What is Pyramid Decision Intelligence Platform?

Pyramid Decision Intelligence Platform combines data preparation, data science, and business analytics in a single interface. It connects directly to relational databases, OLAP systems, data lakes, and flat files, with a built-in machine learning engine for pattern detection and what-if ...

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Pyramid Decision Intelligence Platform offers custom pricing plan

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9.4

SpotScore

Looker - Business Intelligence Software

Looker

Explore, analyze, and share data with ease.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Free Trial·

Looker offers custom pricing plan

9.5

SpotScore

Sisense - Business Intelligence Software

Sisense

Unleash the power of your data.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Free Trial·

Sisense offers custom pricing plan

9.8

SpotScore

Microsoft Power BI - Business Intelligence Software

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 ...

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Free Trial·

Starts from $9.99/User/Month

What buyers evaluate in Agentic Analytics
Whether the agent queries a governed semantic model or writes SQL straight against raw tables, because that decides whether two people asking the same question get the same number
Which warehouses and databases the agent can reach. Most of this market reads Snowflake, BigQuery, Databricks and Postgres, and the long tail of connectors past that varies widely
Whether the agent shows the query it ran. Being able to read the SQL behind an answer is what lets a data team sign off on it
Whether the agent investigates on its own. Some run a single query per question; others run many to work out why a number moved
The pricing unit, because a per seat rate, a per editor rate and a credit bundle reach very different totals once a whole department starts asking questions
Where the agent can run. Several vendors ship a self-hosted or in-VPC build, which matters when the data it reads cannot leave your network
Whether answers reach people where they already work, through Slack, Teams, an embedded panel or a Model Context Protocol server

9.4

SpotScore

DOMO - Business Intelligence Software

DOMO

Data-driven decisions made simple.

Best for: SMB teams · Mid-market · Enterprise

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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 ...

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Free Trial·

DOMO offers custom pricing plan

Metabase - New SaaS Software

Metabase

Insights made easy with interactive data visualization.

Best for: SMB teams · Mid-market · Enterprise

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What is Metabase?

Metabase helps brands access comprehensive insights on their business performance. Through tables, bar graphs and other visualisations, users can zoom in on the data, monitor subscriptions and review it interactively with the help of the inbuilt notebook editor and SQL. Admins also have the ...

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Free Trial·

Starts from $100/Month, also offers free forever plan

9.0

SpotScore

Holistics - Business Intelligence Software

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 ...

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Free Trial·

Starts from $100/Month when Billed Yearly

9.1

SpotScore

GoodData - Business Intelligence Software

GoodData

Transforming data into decisive action.

Best for: SMB teams · Mid-market · Enterprise

Try for Free

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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 ...

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Starts from $20/Month, also offers free forever plan

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Frequently Asked Questions About Agentic Analytics

Stuck on something? We're here to help with all the questions and answers in one place.

The features most commonly offered by Agentic Analytics on Spotsaas are Conversational Querying, Query Transparency, Data Integration, API Integration, Ad hoc Analysis, Self-Service Analytics. Most buyers prioritize ease of use, reporting, and integration capabilities. Start with what covers your core workflow before comparing advanced features.

Agentic Analytics pricing varies widely, from free plans to enterprise contracts. 5 products on Spotsaas offer a free plan or trial, including ThoughtSpot, Tellius, WrenAI. Paid plans typically start around $10–$50/month per user. Check individual product pages for current pricing.

The top rated Agentic Analytics based on verified user reviews and SpotScore are ThoughtSpot, Tellius, Zenlytic. These consistently score highest on ease of use, feature depth, and customer support quality. Ratings are updated monthly based on real buyer feedback.

To choose the right Agentic Analytics, start by listing your must-have features, commonly Conversational Querying, Query Transparency, Data Integration, API Integration, Ad hoc Analysis, Self-Service Analytics. Then filter by team size, budget, and integrations you already use. Compare at least 3 options and use free trials to test before committing. Spotsaas lets you compare side-by-side in minutes.

Yes. 5 Agentic Analytics on Spotsaas offer a free plan or free trial. Popular free options include ThoughtSpot, Tellius, WrenAI. Free plans typically cover core features for small teams; paid upgrades unlock advanced reporting, integrations, and support.

The best Agentic Analytics for small businesses are affordable, quick to set up, and scale without complexity. Top picks for small teams are ThoughtSpot, Tellius, WrenAI. Look for per-user pricing, no long-term contracts, and strong onboarding support to minimize ramp-up time.

Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].