17.6
SAP Analytics Cloud combines business intelligence, augmented and predictive analytics, and enterprise planning in a cloud solution.
AndroidiOSWeb
Best AI Analytics in 2026
AI analytics tools help turn business data into queries, predictions and reports. Depending on the product, work can happen on the web, through an API or in a self-hosted setup. Compare natural-language queries, predictive analytics, data connectors, refresh options and export formats. If you plan to work from a phone, check whether the tool has an Android app; also compare iOS, Windows or browser access where…
27.4
IBM Cognos Analytics is a business intelligence platform for reporting, business analytics, and AI-assisted insights.
AndroidiOSWeb
37.3
Zoho Analytics is a business intelligence platform for connecting data, creating visualizations, and sharing reports and dashboards.
Free planSelf-hosted
- 4
Obviously AI
Obviously AI is a web-based, no-code tool for turning structured data into predictive models.
Free planWebAPI7.1Free plan - 5
Hex
Hex is a hosted data platform for exploring information, asking questions, and building data applications.
Free planWebAPI7.0From $36 a month - 6
Aible
Aible provides enterprise AI agents and analytics for business users working with structured and unstructured data.
Free planWebSelf-hosted6.9From $1,000 a year - 7
Looker
Looker helps organizations explore, share, and visualize company data to support business decisions.
AndroidiOSWebAPI6.9 - 8
Microsoft Power Automate
WebWindows6.9From $15 a month - 9
Predict.ai
Predict.ai is a forecasting platform for business outcomes, available through web, API, and self-hosted deployments.
Free planWebAPISelf-hosted6.9From $149 a month - 10
SAS Visual Analytics
SAS Visual Analytics is data visualization and business intelligence software for exploring data, creating interactive reports and dashboards, and finding insights.
AndroidiOSWebSelf-hosted6.8 - 11
ThoughtSpot
AndroidiOSWeb6.8From $25 a month - 12
Polymer
Polymer provides embedded analytics for applications, helping customers explore, visualize, and understand data inside a product.
WebAPI6.4From $60 a year - 13
DataRobot
DataRobot is a platform for developing, delivering, and governing agentic, generative, and predictive AI solutions.
WebAPILinuxSelf-hosted6.1 - 14
Tellius
Tellius is an enterprise decision AI product that connects business data with analysis and deliverables.
WebAPIExtensionSelf-hosted6.0 - 15
Akkio
Akkio is an AI platform that automates campaign workflows for media agencies and data providers.
WebAPISelf-hosted5.9 - 16
Domo
Web5.8 - 17
SAS Advanced Analytics
SAS Advanced Analytics refers to SAS Viya, a cloud-native data and AI platform for connecting data, building and governing models, and operationalizing decisions.
APISelf-hosted5.8 - 18
AnswerRocket
WebAPISelf-hosted5.6 - 19
GoodData
GoodData is a web-based business intelligence platform for exploring and reporting on data.
Web5.5 - 20
Qlik Cloud Analytics
AndroidiOSWeb5.4 - 21
4.9 - 224.8
- 23
ClarityQ
Web4.6
Choosing well
Check plans and trials
A free plan is available from tools such as Aible and Akkio, while other products use paid plans or pricing on request. Check what the free option includes before moving work into it.
Trial periods vary. Aible lists a 30-day trial, Akkio lists seven days, and Databricks AI/BI lists 14 days. DataRobot also lists a 30-day trial.
Match the analysis style
Natural-language queries can make it easier to ask questions in plain language. Predictive analytics is relevant when you need forecasts or model-based findings.
Review both capabilities in the product details and decide whether you need conversational exploration, predictive modeling or a mix of the two.
Review connectors and exports
Data connectors affect which sources you can bring into a workspace. Data refresh settings affect how current dashboards and analyses remain.
Compare the available export formats with the files or reports your team needs to share.
Choose where it runs
The category includes web, API and self-hosted deployments, plus products available on iOS, Android and Windows. Confirm the deployment model that fits your security and workflow needs.
For Xiaomi, Redmi or POCO phones, verify Android support directly before choosing. A web product and a native Android app are different options.
Questions people ask
Do AI analytics tools have Android apps?
Android is one of the platforms represented in this category, but support differs by product. Check the individual tool for a native Android app before relying on phone access.
Can I try an AI analytics tool for free?
Aible and Akkio list free plans. Trial periods are also listed by products such as Aible, Akkio, Databricks AI/BI and DataRobot. Terms vary by tool.
What is the difference between natural-language queries and predictive analytics?
Natural-language queries let you ask questions in plain language. Predictive analytics focuses on forecasts or model-based results. Compare both if your workflow needs both.
Which deployment options are available?
Products in this category run on the web, through an API or in self-hosted environments. Platform listings also include iOS, Android and Windows.
What should I compare before importing data?
Check data connectors, refresh settings and export formats. These determine which sources you can use, how current results are and how reports leave the tool.