Analytics & Data·Standings
Compare AI Analytics Software
AI analytics tools help turn business data into answers, forecasts and reports; choose based on the questions you need to ask and the data connections you need.
Compare natural-language queries, predictive analytics, connectors, deployment options, refresh rates and export formats. The board also shows a signal score out of 10, plus marks for a public API, open-source code and a free tier.
- 23 platforms
- 1 with a public API on this page
- 6 with a free tier
- Checked 7 Oct 2026
- 1 OA
Obviously AIobviously.aiA no-code tool makes classification, regression, and time-series prediction models with shareable web apps.
- 2 SASAP Analytics Cloudsap.com
Cloud analytics is available on web, mobile, and through an API, with a 60-day trial.
- 3 IC
IBM Cognos Analyticsibm.comBusiness analytics runs on Android, iOS, Linux, Windows, web, API, or self-hosted setups.
- 4 ZA
Zoho Analyticszoho.comHybrid analytics with a free plan and self-hosted option; paid annual plans start at $24 monthly.
- 5 SV
SAS Visual Analyticssas.comSAS Visual Analytics is data visualization and business intelligence software for exploring data, creating interactive reports and dashboards, and uncovering…
- 6 A
Aibleaible.comEnterprise analytics software lets business users build custom agents for structured and unstructured data.
- 7 MPMicrosoft Power Automatemicrosoft.com
Web and Windows tools automate multi-step business workflows with conditions and webhooks.
- 8 H
Hexhex.techHex is a data platform for asking questions and building with data, including notebooks, conversational self-serve, and data apps.
- 9 PAPredict.aipredict.ai
Forecasting software tests models, compares scenarios, and updates predictions as data changes.
- 10 L
Lookercloud.google.comHybrid business intelligence refreshes hourly, supports scheduled reports, and limits access by data row.
- 11 A
Akkioakkio.comAn AI platform automates media campaign strategy, audience work, planning, deployment, and measurement.
- 12 D
DataRobotdatarobot.comAn AI platform develops, deploys, and governs agent-based, generative, and predictive systems.
- 13 PPolymerpolymersearch.com
Embedded analytics adds branded visualizations, AI dashboards, insights, and chat to an application.
- 14 T
Telliustellius.comEnterprise analytics that investigates data questions, ranks likely drivers, and sends scheduled reports and alerts.
- 15 T
ThoughtSpotthoughtspot.com - 16 D
Domodomo.comCloud analytics in a browser updates data in real time.
- 17 SA
SAS Advanced Analyticssas.comAnalytics software is available through an API or on self-hosted systems.
- 18 A
AnswerRocketanswerrocket.comAn enterprise analytics assistant answers data questions and runs scheduled analysis and reports.
- 19 G
GoodDatagooddata.aiHybrid business intelligence provides real-time data updates through the web.
- 20 QCQlik Cloud Analyticsqlik.com
Public-cloud analytics provides visual dashboards on web and mobile, from $300 monthly billed annually.
- 21 DA
Databricks AI/BIdatabricks.comCloud business intelligence supports natural-language analysis and AI-generated explanations.
- 22 AMAlteryx Machine Learningalteryx.com
Web-based machine learning supports forecasting, model evaluation, and automated model building.
- 23 CClarityQclarityq.ai
Cloud analytics accepts plain-language questions and refreshes data in real time.
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How to choose
What questions should the tool answer?
Start with the work you need to do. Natural-language queries let people ask questions in everyday wording; predictive analytics is for examining likely future outcomes.
Check the listed capabilities against your use case rather than assuming that a tool supports both.
Which data sources does it need to connect to?
Check the data connectors for the services and systems your team already uses. A tool is less useful if the data you need cannot reach it.
Confirm the specific connections with the maker before choosing; the category comparison covers connectors but does not name every connection.
Where does the tool need to run?
Compare deployment options with your requirements. The listed platforms include web, API, self-hosted, iOS, Android and Windows.
An API is a way for software to exchange information. Self-hosted means running the software on infrastructure you manage; check the tool’s details to confirm what deployment entails.
Can I try it, and what will it cost?
Look for a free plan or trial, then check the paid starting price. A free plan and a free trial are different: the plan may continue at no charge, while a trial is time-limited.
Some makers provide pricing on request rather than publishing a price. Aible lists a $99-per-user monthly starting price and a 30-day trial; Akkio lists a free plan and a 7-day trial.
How often can it refresh data, and what can I export?
Compare data refresh and export formats if reports need to stay current or move into another tool.
Check the formats and refresh options for the specific product. The category comparison includes these fields but does not state product-by-product details here.
Questions
What is AI analytics software used for?
It helps people explore business data, ask questions in natural language, examine predictions and create reports.
How do I choose an AI analytics tool?
Match its query and prediction features, data connectors, deployment, refresh schedule and export formats to your work. Then compare trial access and price.
Which AI analytics tools have a free plan?
Aible and Akkio are listed with free plans. Check the product’s current terms before choosing.
Can I self-host AI analytics software?
Self-hosted is one of the deployment options covered by the board. Check a product’s listing to see whether it offers that option.
What does the signal score out of 10 mean?
It reflects published signals including usage, a public API, documentation depth, open-source code and a free tier to try.
Some top positions on this board can be paid placements, standing where they were sold. The facts on each platform are not for sale. How we rank · Disclosure