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The 10 Best AI Data Analytics Tools

When AI Does The Heavy Data Lifting For You
Hasan Shaukat Interview
Hasan Shaukat
August 23, 2025
Data Analytics Comp Header

TL;DR

  • AI data analytics tools now run SQL queries and Python scripts automatically, providing visual outputs with explanations or natural language responses, making analysis accessible for small businesses without coding skills.
  • The technology is ready for small business use today with tools like Polymer and Julius AI, while major platforms like PowerBI, Tableau, and Looker are to add AI chat assistants soon to transform the landscape.
  • Common challenges include choosing the right metrics and analysis angles (where ChatGPT can assist), and understanding that traditional big players lack AI capabilities currently compared to emerging AI-native tools that offer prompt-based analytics.

Our review contains a few affiliate marketing links. If you purchase any of the tools, we might receive a small commission.

Data analysis lays the groundwork for improving operations, understanding customer behaviour, and optimizing strategies for growth based on your collected data.
AI data analytics tools suggest angles for analysis and learn with you as you go, like the software from polymer.
Unsure which metric to use on which axis? Just ask ChatGPT, it’s a great data analytics AI assistant.

Spoiler Alert

AI is now running SQL queries and python scripts on our data.
In some platforms it gives visual outputs along with an explanation, in others it gives a natural language response to our questions.
AI driven data analytics landscape is ready to use for small businesses, and can be used as part of analytics for large businesses. It's only a matter of time when these platforms will do no code prompt-based analytics at scale for large companies.
The big players like PowerBI, Tableau, Looker, though not yet equipped with AI, will soon include AI chat assistants and will change the data analytics landscape once again.
We still made an effort and compared those big companies to new up and coming AI data analytics stars on the horizon like Polymer or Julius AI in our extensive review.

Use Cases for The Best AI Tools of

Data Analytics

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Quick Overview of the Best AI Tools

#
Tool name
Best Pro
Biggest Con
Free Trial
1
AKKIO
Natural language based data cleaning and wrangling
Limited to one table per project/scenario
14 days
2
Polymer
AI suggested dashboard auto creation
Lack of depth, can't create derived metrics on it's own to answer questions
14 days
3
Julius AI
Able to make detailed visualizations upon user request
No holistic dashboarding
Free
4
Zoho Analytics
Easy setup
Chat based information retrieval is trivial, not LLM based
Free
5
Power My Analytics
Ease of use
Integrations not always working
14 days, without credit card
6
Funnel
Good customer support
No scheduling function
Free
7
Tableau
Best data visualisation
Complex onboarding
Completing Form Required
8
Power BI
Solid and high variety of features
Unspecified error messages
Free
9
Looker
?
If data is not prepared the optimal way, very long loading times
Through Google Cloud Console
10
Qlik
Capable of processing complex datasets
No AI is being used to analyze data
30 days

Compare AI tools directly

Lightning icon
AKKIO
Polymer
Julius AI
Zoho Analytics
Power My Analytics
Funnel
Tableau
Power BI
Looker
Qlik
Chevron down
AKKIO
Score 
5
/
5
Pros icon
Natural language based data cleaning and wrangling
Pros icon
Natural language based data cleaning and wrangling
Pros icon
Able to understand metrics and automatically create derived metrics to answer questions
Cons icon
Limited to one table per project/scenario
Cons icon
Needs aggregate tables for best utilization
Cons icon
Dashboarding section is primitive, underdeveloped
$49
Polymer
Score 
4.67
/
5
Pros icon
AI suggested dashboard auto creation
Pros icon
AI chat in the dashboard page answers questions and gives suggestions for further visuals
Pros icon
Cons icon
Lack of depth, can't create derived metrics on it's own to answer questions
Cons icon
Cons icon
$149
Julius AI
Score 
4.33
/
5
Pros icon
Able to make detailed visualizations upon user request
Pros icon
Pros icon
Cons icon
No holistic dashboarding
Cons icon
Conversational AI sometimes give wrong answer compared to the visualization
Cons icon
$20
Zoho Analytics
Score 
4
/
5
Pros icon
Easy setup
Pros icon
Default dashboards are good for basic analytics
Pros icon
Cons icon
Chat based information retrieval is trivial, not LLM based
Cons icon
AI can't go beyond basic aggregations
Cons icon
$24
Power My Analytics
Score 
4
/
5
Pros icon
Ease of use
Pros icon
Modular pricing
Pros icon
Cons icon
Integrations not always working
Cons icon
Single plan very limited
Cons icon
$14.95
Funnel
Score 
3.67
/
5
Pros icon
Good customer support
Pros icon
Pros icon
Cons icon
No scheduling function
Cons icon
Limited functionality across marketing services
Cons icon
Flexpoints
Tableau
Score 
3
/
5
Pros icon
Best data visualisation
Pros icon
Pros icon
Cons icon
Complex onboarding
Cons icon
Cons icon
$75
Power BI
Score 
2.33
/
5
Pros icon
Solid and high variety of features
Pros icon
Pros icon
Cons icon
Unspecified error messages
Cons icon
Overall data complications
Cons icon
$14
Looker
Score 
1.67
/
5
Pros icon
?
Pros icon
Pros icon
Cons icon
If data is not prepared the optimal way, very long loading times
Cons icon
Colours not always assigned correctly
Cons icon
Custom quote
Qlik
Score 
1.67
/
5
Pros icon
Capable of processing complex datasets
Pros icon
Has data engineering and modeling ecosystem
Pros icon
Cons icon
No AI is being used to analyze data
Cons icon
Very complex to navigate setup
Cons icon
$200
No AI tools found.
Thank you! Your submission has been received!
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AKKIO
Polymer
Julius AI
Zoho Analytics
Power My Analytics
Funnel
Tableau
Power BI
Looker
Qlik
Chevron down
AKKIO
Score 
5
/
5
Pros icon
Natural language based data cleaning and wrangling
Pros icon
Natural language based data cleaning and wrangling
Pros icon
Able to understand metrics and automatically create derived metrics to answer questions
Cons icon
Limited to one table per project/scenario
Cons icon
Needs aggregate tables for best utilization
Cons icon
Dashboarding section is primitive, underdeveloped
$49
Polymer
Score 
4.67
/
5
Pros icon
AI suggested dashboard auto creation
Pros icon
AI chat in the dashboard page answers questions and gives suggestions for further visuals
Pros icon
Cons icon
Lack of depth, can't create derived metrics on it's own to answer questions
Cons icon
Cons icon
$149
Julius AI
Score 
4.33
/
5
Pros icon
Able to make detailed visualizations upon user request
Pros icon
Pros icon
Cons icon
No holistic dashboarding
Cons icon
Conversational AI sometimes give wrong answer compared to the visualization
Cons icon
$20
Zoho Analytics
Score 
4
/
5
Pros icon
Easy setup
Pros icon
Default dashboards are good for basic analytics
Pros icon
Cons icon
Chat based information retrieval is trivial, not LLM based
Cons icon
AI can't go beyond basic aggregations
Cons icon
$24
Power My Analytics
Score 
4
/
5
Pros icon
Ease of use
Pros icon
Modular pricing
Pros icon
Cons icon
Integrations not always working
Cons icon
Single plan very limited
Cons icon
$14.95
Funnel
Score 
3.67
/
5
Pros icon
Good customer support
Pros icon
Pros icon
Cons icon
No scheduling function
Cons icon
Limited functionality across marketing services
Cons icon
Flexpoints
Tableau
Score 
3
/
5
Pros icon
Best data visualisation
Pros icon
Pros icon
Cons icon
Complex onboarding
Cons icon
Cons icon
$75
Power BI
Score 
2.33
/
5
Pros icon
Solid and high variety of features
Pros icon
Pros icon
Cons icon
Unspecified error messages
Cons icon
Overall data complications
Cons icon
$14
Looker
Score 
1.67
/
5
Pros icon
?
Pros icon
Pros icon
Cons icon
If data is not prepared the optimal way, very long loading times
Cons icon
Colours not always assigned correctly
Cons icon
Custom quote
Qlik
Score 
1.67
/
5
Pros icon
Capable of processing complex datasets
Pros icon
Has data engineering and modeling ecosystem
Pros icon
Cons icon
No AI is being used to analyze data
Cons icon
Very complex to navigate setup
Cons icon
$200
No AI tools found.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Data Analytics

Comparison

1
Best Tool for:
AKKIO
Score 
5
/
5
Tool Performance
5/5
Setup/Onboarding
5/5
User Experience
5/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
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Pros:
Natural language based data cleaning and wrangling
Natural language based data cleaning and wrangling
Able to understand metrics and automatically create derived metrics to answer questions
Can give visualizations to answer questions. Each visual can be added to a dashboard
Whitelabel your agency brand on the dashboard, chat, deployed model
Cons:
Limited to one table per project/scenario
Needs aggregate tables for best utilization
Dashboarding section is primitive, underdeveloped
Monthly price starting from:
$49
User icon
For Who?
Tool Details<<<< FREE Trial >>>>

A superb tool that does extensive data analyst and data scientist work just with natural language.

Tested Model:
Last test:
November 7, 2025
1
Best Tool for:
Polymer
Score 
4.67
/
5
Tool Performance
4/5
Setup/Onboarding
5/5
User Experience
5/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
Arrow next
Pros:
AI suggested dashboard auto creation
AI chat in the dashboard page answers questions and gives suggestions for further visuals
Cons:
Lack of depth, can't create derived metrics on it's own to answer questions
Monthly price starting from:
$149
User icon
For Who?
Tool Details<<<< FREE Trial >>>>

A great tool for a small business to monitor performance and understand from data

Tested Model:
Last test:
November 7, 2025
1
Best Tool for:
Data Analytics
Julius AI
Score 
4.33
/
5
Tool Performance
3/5
Setup/Onboarding
5/5
User Experience
5/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
Arrow next
Pros:
Able to make detailed visualizations upon user request
Cons:
No holistic dashboarding
Conversational AI sometimes give wrong answer compared to the visualization
Monthly price starting from:
$20
User icon
For Who?
Tool Details<<<< FREE Trial >>>>

A good tool for an analyst for deep-dive analyses Also available as a plugin on ChatGPT Plugins "Chat with your Data"

Tested Model:
Last test:
November 7, 2025
1
Best Tool for:
Zoho Analytics
Score 
4
/
5
Tool Performance
3/5
Setup/Onboarding
5/5
User Experience
4/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
Arrow next
Pros:
Easy setup
Default dashboards are good for basic analytics
Cons:
Chat based information retrieval is trivial, not LLM based
AI can't go beyond basic aggregations
Monthly price starting from:
$24
User icon
For Who?
Tool Details<<<< FREE Trial >>>>

A good tool for basic dashboarding for non-technical people, especially when they're using the rest of the Zoho Suite

Tested Model:
Last test:
November 12, 2025
1
Best Tool for:
Power My Analytics
Score 
4
/
5
Tool Performance
5/5
Setup/Onboarding
3/5
User Experience
4/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
Arrow next
Pros:
Ease of use
Modular pricing
Cons:
Integrations not always working
Single plan very limited
Monthly price starting from:
$14.95
User icon
For Who?
Tool Details<<<< FREE Trial >>>>
Tested Model:
Last test:
1
Best Tool for:
Funnel
Score 
3.67
/
5
Tool Performance
4/5
Setup/Onboarding
3/5
User Experience
4/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
Arrow next
Pros:
Good customer support
Cons:
No scheduling function
Limited functionality across marketing services
Monthly price starting from:
Flexpoints
User icon
For Who?
Tool Details<<<< FREE Trial >>>>
Tested Model:
Last test:
1
Best Tool for:
Tableau
Score 
3
/
5
Tool Performance
4/5
Setup/Onboarding
2/5
User Experience
3/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
Arrow next
Pros:
Best data visualisation
Cons:
Complex onboarding
Monthly price starting from:
$75
User icon
For Who?
Tool Details<<<< FREE Trial >>>>
Tested Model:
Last test:
1
Best Tool for:
Power BI
Score 
2.33
/
5
Tool Performance
3/5
Setup/Onboarding
1/5
User Experience
3/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
Arrow next
Pros:
Solid and high variety of features
Cons:
Unspecified error messages
Overall data complications
Monthly price starting from:
$14
User icon
For Who?
Tool Details<<<< FREE Trial >>>>
Tested Model:
Last test:
1
Best Tool for:
Looker
Score 
1.67
/
5
Tool Performance
2/5
Setup/Onboarding
1/5
User Experience
2/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
Arrow next
Pros:
?
Cons:
If data is not prepared the optimal way, very long loading times
Colours not always assigned correctly
Monthly price starting from:
Custom quote
User icon
For Who?
Tool Details<<<< FREE Trial >>>>
Tested Model:
Last test:
1
Best Tool for:
Qlik
Score 
1.67
/
5
Tool Performance
1/5
Setup/Onboarding
2/5
User Experience
2/5
Prompt Coherence
0/5
AI Capabilities
0/5
Voice Quality
0/5
Lip Sync & Motion
0/5
Music Quality
0/5
Image Quality
0/5
Design Capabilities
0/5
Arrow previous
Arrow next
Pros:
Capable of processing complex datasets
Has data engineering and modeling ecosystem
Cons:
No AI is being used to analyze data
Very complex to navigate setup
Monthly price starting from:
$200
User icon
For Who?
Tool Details<<<< FREE Trial >>>>

Still a traditional data analytics platform with a large overhead learning cost

Tested Model:
Last test:
November 7, 2025

Did you know?

Hasan Shaukat Interview
Hasan Shaukat
Hasan Shaukat Interview
Author:
Hasan Shaukat
A self-proclaimed nerd babbling about outer space and quantum worlds. As a Marketing Data Scientist with 6 years of experience, Hasan has worked with web tracking data, customer modeling, text mining, LLMs, and data products.
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FAQ

Data Analytics

What's the best data analytics software for small businesses?
What are some top analytics tools?
What are the key considerations for selecting a data analytics tool?
AI Tools
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AKKIO
Polymer
Julius AI
Zoho Analytics
Power My Analytics
Funnel
Tableau
Power BI
Looker
Qlik
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