Best AI Data Analytics Tools for Smarter Decisions
AI Data Analysis Tools are revolutionizing data management, offering features like automated insights, predictive modeling, and data visualization. These tools are ideal for analysts, researchers, and businesses seeking to derive meaningful insights from complex data.
By harnessing AI and machine learning, these tools simplify data analysis and uncover hidden patterns, driving smarter decision-making.
Below, you’ll find detailed reviews and ratings of the top AI data analysis tools, including their features, pricing, pros, and cons, to help you make an informed choice.
Name of Tool: DataRobot
Rating: ⭐⭐⭐⭐⭐ (4.6/5, based on 1,000+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 4/5
Ease of Use: 4.5/5
Support: 5/5
Pricing:
Free trial: Available (limited features)
Paid plans: Custom pricing based on business requirements
Best for:
Data scientists, analysts, and businesses looking for an AI platform to automate machine learning workflows and predictive modeling.
Link: https://datarobot.com
Name of Tool: IBM Watsonx
Rating: ⭐⭐⭐⭐ (4.4/5, based on 1,200+ ratings)
Scoring breakdown:
Features: 4.7/5
Price: 3.6/5
Ease of Use: 4.1/5
Support: 4.5/5
Pricing:
Free trial: $0/month (limited features)
Paid plans:
Pay-as-you-go: Contact for pricing
Subscription: Contact for pricing (tailored for businesses and enterprises)
Best for: Enterprises and developers looking for AI-powered solutions for natural language processing (NLP), data analysis, and machine learning.
Name of Tool: Tableau
Rating: ⭐⭐⭐⭐⭐ (4.7/5, based on 10,000+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 4/5
Ease of Use: 4.5/5
Support: 5/5
Pricing:
Free trial: Available (14-day trial)
Paid plans: Start at $15/user/month for Tableau Viewer
Best for:
Business analysts, data scientists, and organizations seeking advanced data visualization and analytics capabilities.
Link: https://tableau.com
Name of Tool: Alteryx
Rating: ⭐⭐⭐⭐⭐ (4.6/5, based on 2,500+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 4/5
Ease of Use: 4.5/5
Support: 5/5
Pricing:
Free trial: Available (30-day trial)
Paid plans: Start at $5,195/user/year
Best for:
Data analysts, data scientists, and organizations looking for a platform to streamline data preparation, blending, and advanced analytics.
Link: https://alteryx.com
Name of Tool: RapidMiner
Rating: ⭐⭐⭐⭐☆ (4.5/5, based on 1,500+ ratings)
Scoring Breakdown:
Features: 4.5/5
Price: 4/5
Ease of Use: 4/5
Support: 4.5/5
Pricing:
Free trial: Available (30-day trial)
Paid plans: Start at $2,500/year for individual licenses
Best for:
Data scientists, analysts, and businesses looking for an end-to-end platform for data preparation, machine learning, and predictive analytics.
Link: https://rapidminer.com
Name of Tool: KNIME
Rating: ⭐⭐⭐⭐⭐ (4.7/5, based on 2,000+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 5/5
Ease of Use: 4.5/5
Support: 4.5/5
Pricing:
Free trial: Not applicable (free plan available)
Paid plans: Custom pricing for enterprise solutions
Best for:
Data analysts, data scientists, and businesses seeking a free, open-source platform for data analytics, machine learning, and process automation.
Link: https://knime.com
Name of Tool: SAS Visual Analytics
Rating: ⭐⭐⭐⭐⭐ (4.6/5, based on 1,200+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 4/5
Ease of Use: 4.5/5
Support: 5/5
Pricing:
Free trial: Available (30-day trial)
Paid plans: Custom pricing based on requirements
Best for:
Businesses and enterprises looking for advanced data visualization, reporting, and AI-driven analytics.
Link: https://sas.com
Name of Tool: Google Cloud AI
Rating: ⭐⭐⭐⭐⭐ (4.7/5, based on 3,500+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 4.5/5
Ease of Use: 4.5/5
Support: 4.5/5
Pricing:
Free tier: Includes select AI and machine learning services with usage limits
Paid plans: Pricing varies by service (e.g., Vertex AI starts at $0.10/hour for training models)
Best for:
Developers, data scientists, and enterprises seeking scalable AI solutions for machine learning, NLP, computer vision, and more.
Name of Tool: Microsoft Azure Machine Learning
Rating: ⭐⭐⭐⭐⭐ (4.6/5, based on 2,800+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 4/5
Ease of Use: 4.5/5
Support: 4.5/5
Pricing:
Free trial: Available (includes $200 credit for 30 days)
Paid plans: Usage-based pricing, starting at $0.001/hour for compute instances
Best for:
Data scientists, AI engineers, and enterprises seeking a platform for building, training, and deploying machine learning models.
Link: https://azure.microsoft.com/en-us/products/machine-learning
Name of Tool: H2O.ai
Rating: ⭐⭐⭐⭐⭐ (4.7/5, based on 1,500+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 4.5/5
Ease of Use: 4.5/5
Support: 4/5
Pricing:
Free: Open-source H2O.ai tools are available
Paid plans: Custom pricing for H2O.ai Enterprise and Driverless AI
Best for:
Data scientists, enterprises, and developers looking for advanced machine learning and AI solutions with open-source flexibility.
Link: https://h2o.ai
Name of Tool: Apache Spark
Rating: ⭐⭐⭐⭐⭐ (4.7/5, based on 3,200+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 5/5
Ease of Use: 4.5/5
Support: 4.5/5
Pricing:
Free: Apache Spark is an open-source tool available for free.
Paid plans: No paid plans, but commercial support is available through third-party vendors (e.g., Databricks).
Best for:
Data engineers, data scientists, and enterprises seeking a fast, scalable, and flexible platform for big data processing and machine learning.
Link: https://spark.apache.org
Name of Tool: Orange Data Mining
Rating: ⭐⭐⭐⭐⭐ (4.6/5, based on 1,200+ ratings)
Scoring Breakdown:
Features: 5/5
Price: 5/5
Ease of Use: 5/5
Support: 4.5/5
Pricing:
Free: Orange is an open-source tool available for free.
Paid plans: No paid plans, but commercial support is available through third-party vendors.
Best for:
Data scientists, researchers, and analysts who need an easy-to-use visual programming tool for data mining and machine learning without extensive coding.
Link: https://orange.biolab.si
Name of Tool: Microsoft Power BI
Rating: ⭐⭐⭐⭐⭐ (4.7/5, based on 15,000+ ratings)
Scoring breakdown:
Features: 4.8/5
Price: 4.2/5
Ease of Use: 4.5/5
Support: 4.6/5
Pricing:
Free trial: $0/month
Paid plans:
Power BI Pro: $9.99/user/month
Power BI Premium: $20/user/month (or $4,995 per capacity)
Best for: Businesses and data professionals looking for powerful business intelligence and data visualization tools.
Name of Tool: MonkeyLearn
Rating: ⭐⭐⭐⭐ (4.5/5, based on 1,200+ ratings)
Scoring breakdown:
Features: 4.7/5
Price: 4.0/5
Ease of Use: 4.3/5
Support: 4.5/5
Pricing:
Free trial: $0/month (up to 300 queries per month)
Paid plans:
Starter: $299/year (includes 5,000 queries/month)
Pro: $799/year (includes 20,000 queries/month)
Custom: Contact for pricing (for more than 20,000 queries/month)
Best for: Businesses, marketers, and data scientists looking to build and deploy machine learning models for text analysis such as sentiment analysis, entity recognition, and more.
Link: https://monkeylearn.com
Name of Tool: Akkio
Rating: ⭐⭐⭐⭐ (4.6/5, based on 500+ ratings)
Scoring breakdown:
Features: 4.8/5
Price: 4.2/5
Ease of Use: 4.5/5
Support: 4.6/5
Pricing:
Free trial: $0/month (limited features)
Paid plans:
Starter: $29/month (includes 5,000 predictions/month)
Business: $79/month (includes 50,000 predictions/month)
Enterprise: Contact for pricing (custom plans for large-scale businesses)
Best for: Businesses and data teams looking for an AI-driven tool to create machine learning models quickly without coding.
Link: https://www.akkio.com
Name of Tool: Sisense
Rating: ⭐⭐⭐⭐ (4.3/5, based on 1,500+ ratings)
Scoring breakdown:
Features: 4.5/5
Price: 3.8/5
Ease of Use: 4.2/5
Support: 4.3/5
Pricing:
Free trial: $0/month (limited features)
Paid plans:
Embedded Analytics: Contact for pricing (for small businesses)
Business Intelligence: Contact for pricing (for larger enterprises)
Custom plans: Contact for enterprise pricing
Best for: Businesses looking for a robust, scalable data analytics and business intelligence platform to turn data into actionable insights.
Link: https://www.sisense.com
Name of Tool: QlikView
Rating: ⭐⭐⭐⭐ (4.2/5, based on 2,000+ ratings)
Scoring breakdown:
Features: 4.6/5
Price: 3.8/5
Ease of Use: 4.0/5
Support: 4.3/5
Pricing:
Free trial: $0/month (limited features)
Paid plans:
Business: Contact for pricing (for small businesses)
Enterprise: Contact for pricing (for larger enterprises)
Custom plans: Contact for enterprise pricing
Best for: Enterprises and large businesses looking for powerful business intelligence tools with flexible data visualization capabilities.
Link: https://www.qlik.com
Name of Tool: ThoughtSpot
Rating: ⭐⭐⭐⭐ (4.3/5, based on 1,500+ ratings)
Scoring breakdown:
Features: 4.6/5
Price: 3.7/5
Ease of Use: 4.2/5
Support: 4.4/5
Pricing:
Free trial: $0/month (limited features)
Paid plans:
Contact for pricing (enterprise-level, customized plans for businesses)
Best for: Data analysts, business intelligence professionals, and enterprises seeking a powerful, AI-driven analytics platform to quickly explore data and make business decisions.
Name of Tool: IBM Cognos Analytics
Rating: ⭐⭐⭐⭐ (4.2/5, based on 1,700+ ratings)
Scoring breakdown:
Features: 4.5/5
Price: 3.8/5
Ease of Use: 4.0/5
Support: 4.3/5
Pricing:
Free trial: $0/month (limited features)
Paid plans:
Starts at $10 per user/month (Basic plan)
Advanced plans: Contact for pricing (tailored for enterprises)
Best for: Business intelligence professionals and enterprises looking for a comprehensive solution to generate reports, visualizations, and data insights with AI-powered features.
Name of Tool: Looker
Rating: ⭐⭐⭐⭐ (4.5/5, based on 1,200+ ratings)
Scoring breakdown:
Features: 4.7/5
Price: 3.9/5
Ease of Use: 4.2/5
Support: 4.6/5
Pricing:
Free trial: $0/month (limited features)
Paid plans:
Starts at $30 per user/month (for basic reporting and dashboard features)
Enterprise plans: Contact for pricing (customized solutions)
Best for: Data analysts, data engineers, and enterprises looking for a flexible and scalable business intelligence platform with robust data exploration, visualization, and reporting capabilities.
Link: https://www.looker.com
Name of Tool: TIBCO Spotfire
Rating: ⭐⭐⭐⭐ (4.4/5, based on 1,000+ ratings)
Scoring breakdown:
Features: 4.6/5
Price: 3.7/5
Ease of Use: 4.1/5
Support: 4.5/5
Pricing:
Free trial: $0/month (limited features)
Paid plans:
Starts at $39 per user/month (Basic plan)
Enterprise plans: Contact for pricing (customized solutions)
Best for: Data scientists, analysts, and businesses seeking advanced analytics, visualization, and business intelligence tools for in-depth data exploration and decision-making.
