- \n
- What Should You Look for in Predictive Analytics Software?<\/a><\/li>\n
- 10 Best Predictive Analytics Software to Use in 2024<\/a>\n
- \n
- 1. SAP Analytics Cloud<\/a><\/li>\n
- 2. Amazon QuickSight<\/a><\/li>\n
- 3. Oracle Analytics<\/a><\/li>\n
- 4. Adobe Analytics<\/a><\/li>\n
- 5. IBM Cognos Analytics<\/a><\/li>\n
- 6. Alteryx<\/a><\/li>\n
- 7. IBM Watson Studio<\/a><\/li>\n
- 8. Altair<\/a><\/li>\n
- 9. Databricks<\/a><\/li>\n
- 10. Tableau<\/a><\/li>\n<\/ul>\n<\/li>\n
- Other Analytics Tools<\/a>\n
- \n
- ClickUp<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n
What Should You Look for in Predictive Analytics Software?<\/h2>\n
Here\u2019s what you should look for when choosing your predictive analytics software:<\/p>\n
- \n
- Anomaly detection: <\/strong>The analytics tool should be able to detect data anomalies (i.e., exceptions and unusual patterns) automatically before creating a predictive model or forecast <\/li>\n
- Data visualization: <\/strong>The software should also be able to visually present the forecast and prediction data for easier analysis and comprehension<\/li>\n
- Simulation capabilities: <\/strong>It should let you simulate your what-if scenarios and build predictive models based on them<\/li>\n
- Cloud deployment: <\/strong>Cloud deployment of business software significantly increases the flexibility and scalability of organizations because it doesn\u2019t require the kind of maintenance and investment that an on-premise installation does<\/li>\n
- Mobile access:<\/strong> The software should provide iOS and Android apps so you can access your predictive analytics and forecasts on the go <\/li>\n
- Security: <\/strong>Your predictive analytics tool must keep your sensitive business data safe from prying eyes<\/li>\n<\/ol>\n
10 Best Predictive Analytics Software to Use<\/h2>\n
Since the market is flooded with predictive analytics tools, finding the one that matches your needs is often a herculean task. Luckily, we\u2019ve done the research for you and compiled a list of the 10 best predictive analytics tools that allow you to tap into your data to detect precious trends and patterns. ?<\/p>\n
1. SAP Analytics Cloud<\/h3>\n
\n![\"SAP](\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2023\/12\/SAP-Analytics-Cloud-1400x852.png\")
Via: SAP Analytics Cloud<\/a><\/figcaption><\/figure>\n<\/div>\n SAP Analytics Cloud helps enterprises plan, budget, and forecast, eliminating the need for separate applications for each function. Its scenario-planning functionality<\/strong> allows you to create budgets and plans based on simulated what-if scenarios.<\/p>\n
With its collaboration features, you can discuss plans with your team members. Its powerful data visualization<\/strong> features help you easily understand your scenarios and plans. ?<\/p>\n
Finally, it also has pre-built business content based on various best practices. This content serves as a decision-making template<\/a> or a starting point for your scenario planning, thus accelerating the pace at which you can build your plans and forecasts. <\/p>\n
SAP Analytics Cloud best features<\/h4>\n
- \n
- Integration with other SAP solutions for pulling data<\/li>\n
- Predictive planning with what-if scenarios<\/li>\n
- Data visualization <\/li>\n
- Cloud-based solution<\/li>\n
- Pre-built business content for scenario planning<\/li>\n<\/ul>\n
SAP Analytics Cloud limitations<\/h4>\n
- \n
- Sometimes, the presentation of data is not properly summarized<\/li>\n
- Loading live models can take some time<\/li>\n<\/ul>\n
SAP Analytics Cloud pricing<\/h4>\n
- \n
- Business Intelligence: <\/strong>$31.5\/month per user<\/li>\n
- Planning: <\/strong>Upon request<\/li>\n<\/ul>\n
SAP Analytics Cloud ratings and reviews<\/h4>\n
- \n
- G2:<\/strong> 4.5\/5 (500+ reviews)<\/li>\n
- Capterra:<\/strong> 4.4\/5 (100+ reviews)<\/li>\n<\/ul>\n
2. Amazon QuickSight<\/h3>\n
\n![\"AWS](\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2023\/12\/Amazon-QuickSight-1400x978.png\")
Via: Amazon QuickSight<\/a><\/figcaption><\/figure>\n<\/div>\n Amazon QuickSight is a business analytics platform that is part of the Amazon Web Services (AWS) umbrella. Its predictive analytics functionality allows you to create forecasts based on multiple what-if scenarios, and it\u2019s smart enough to exclude data anomalies automatically<\/strong>. ?<\/p>\n
The generated forecasts can also be plotted on any graph, which can be embedded into your analyses. You can then display your analyses with forecast graphs on custom project dashboards<\/a> if you want to monitor them constantly.<\/p>\n
Another major highlight of Amazon QuickSight is a feature called Q,<\/em><\/strong> which refers to its support of Natural Language Query (NLQ). The Q functionality lets you fetch data-driven insights from the platform by asking questions just as you\u2019d ask a human.<\/p>\n
Amazon QuickSight best features<\/h4>\n
- \n
- Cloud-based, highly scalable platform <\/li>\n
- Unique pay-per-session pricing model<\/li>\n
- iOS and Android mobile apps to access forecasts on the go<\/li>\n
- Natural Language Query (NLQ) support<\/li>\n
- Custom-domain support<\/li>\n<\/ul>\n
Amazon QuickSight limitations<\/h4>\n
- \n
- Managing large datasets can be challenging<\/li>\n
- Connectors are not available for multiple data sources<\/li>\n<\/ul>\n
Amazon QuickSight pricing<\/h4>\n
- \n
- For authors\/admins: <\/strong>$18\/month<\/li>\n
- For authors\/admins with Q:<\/strong> $28\/month<\/li>\n
- For readers: <\/strong>$0.30\/session, with a maximum limit of $5 per month<\/li>\n
- For readers with Q:<\/strong> $0.30\/session with a maximum limit of $10 per month<\/li>\n<\/ul>\n
*Pricing for authors\/admins refers to the annual billing model<\/p>\n
Amazon QuickSight ratings and reviews<\/h4>\n
- \n
- G2: <\/strong>4.2\/5 (280+ reviews)<\/li>\n
- Capterra:<\/strong> 4.3\/5 (40+ reviews)<\/li>\n<\/ul>\n
3. Oracle Analytics<\/h3>\n
\n![\"Oracle](\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2023\/12\/Oracle-Analytics.png\")
Via: Oracle Analytics<\/a><\/figcaption><\/figure>\n<\/div>\n Oracle Analytics stands out among predictive analytics tools because it can be deployed in three ways: on the cloud, on-premise,<\/em> or in a hybrid (i.e., cloud+on-premise)<\/em> manner. It allows you to build and train your own predictive models using various machine-learning algorithms built into the platform.<\/p>\n
The platform also has rich data visualization features<\/strong>. You can create customized dashboards with charts, heat maps, custom image maps, and 42 other types of visual components to see your predictions just as you\u2019d like to. ?<\/p>\n
Oracle Analytics best features<\/h4>\n
- \n
- 45 different data visualizations<\/li>\n
- Train your own predictive models<\/li>\n
- Integrates with Microsoft Azure and Google Cloud applications<\/li>\n
- Multiple deployment options<\/li>\n
- API to embed Oracle Analytics into your applications<\/li>\n<\/ul>\n
Oracle Analytics limitations<\/h4>\n
- \n
- Implementation time is a bit longer<\/li>\n
- Response time may occasionally be slower<\/li>\n<\/ul>\n
Oracle Analytics pricing<\/h4>\n
- \n
- Professional: <\/strong>$16\/month per user<\/li>\n
- Enterprise: <\/strong>$80\/month per user<\/li>\n<\/ul>\n
Oracle Analytics ratings and reviews<\/h4>\n
- \n
- G2:<\/strong> 4\/5 (250+ reviews)<\/li>\n
- Capterra:<\/strong> 4.3\/5 (10+ reviews)<\/li>\n<\/ul>\n
4. Adobe Analytics<\/h3>\n
\n![\"Hovering](\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2023\/11\/Adobe-Analytics.jpg\")
Via: Adobe Analytics<\/a><\/figcaption><\/figure>\n<\/div>\n Adobe Analytics is a part of the Adobe Experience Cloud suite of marketing and web analytics tools. Therefore, its predictive analytics functionality is naturally geared more towards marketing campaigns<\/a> and teams. It can fetch data from all your connected customer traffic and analytics sources and then process it through its predictive models to provide actionable insights into your marketing campaigns.\u00a0<\/p>\n
The platform\u2019s Contribution Analysis<\/strong> functionality helps you understand the impact of various factors on <\/strong>unforeseen and unpredictable events, such as an unexpected spike in your traffic. The Intelligent Alerts<\/strong> feature, on the other hand, notifies you of detected anomalies and other critical factors.<\/p>\n
Finally, Adobe Analytics\u2019 intuitive dashboards<\/a> make it easy to digest all the data and insights generated and presented by the platform. <\/p>\n
Adobe Analytics best features<\/h4>\n
- \n
- Intuitive UI with dashboards<\/li>\n
- Anomaly detection<\/li>\n
- Contribution analysis<\/li>\n
- Intelligent alerts<\/li>\n
- Mobile apps for on-the-go access<\/li>\n<\/ul>\n
Adobe Analytics limitations<\/h4>\n
- \n
- Can analyze and predict only marketing and sales-related data<\/li>\n
- Relatively expensive for small businesses<\/li>\n<\/ul>\n
Adobe Analytics pricing<\/h4>\n
- \n
- Available on request<\/li>\n<\/ul>\n
Adobe Analytics ratings and reviews<\/h4>\n
- \n
- G2:<\/strong> 4.1\/5 (900+ reviews )<\/li>\n
- Capterra:<\/strong> 4.5\/5 (200+ reviews)<\/li>\n<\/ul>\n
5. IBM Cognos Analytics<\/h3>\n
\n![\"IBM](\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2023\/12\/IBM-Cognos-Analytics.png\")
Via: IBM<\/a><\/figcaption><\/figure>\n<\/div>\n IBM has many analytics solutions catering to various business needs, and Cognos Analytics is one of them. By combining predictive analytics and AI,<\/strong> this tool is as rich and sophisticated in features as it\u2019s easy to use. Its natural language query assistant lets you generate forecast graphs and other visualizations by simply asking for them. <\/p>\n
You can import your data from both on-premise and cloud-based data sources. With AI-assisted data preparation, your datasets are cleaned of anomalies and prepared for effortless model training and analyses.<\/p>\n
Finally, its dynamic, interactive dashboards allow up to five users to access forecasts simultaneously. The forecasts and visualizations shown in a dashboard can also be shared with your teammates via email or Slack.<\/p>\n
IBM Cognos Analytics best features<\/h4>\n
- Capterra:<\/strong> 4.5\/5 (200+ reviews)<\/li>\n<\/ul>\n
- G2:<\/strong> 4.1\/5 (900+ reviews )<\/li>\n
- Available on request<\/li>\n<\/ul>\n
- Capterra:<\/strong> 4.3\/5 (10+ reviews)<\/li>\n<\/ul>\n
- Enterprise: <\/strong>$80\/month per user<\/li>\n<\/ul>\n
- Professional: <\/strong>$16\/month per user<\/li>\n
- Capterra:<\/strong> 4.3\/5 (40+ reviews)<\/li>\n<\/ul>\n
- For authors\/admins with Q:<\/strong> $28\/month<\/li>\n
- For authors\/admins: <\/strong>$18\/month<\/li>\n
- Capterra:<\/strong> 4.4\/5 (100+ reviews)<\/li>\n<\/ul>\n
- Planning: <\/strong>Upon request<\/li>\n<\/ul>\n
- Business Intelligence: <\/strong>$31.5\/month per user<\/li>\n
- Data visualization: <\/strong>The software should also be able to visually present the forecast and prediction data for easier analysis and comprehension<\/li>\n
- Anomaly detection: <\/strong>The analytics tool should be able to detect data anomalies (i.e., exceptions and unusual patterns) automatically before creating a predictive model or forecast <\/li>\n
- 2. Amazon QuickSight<\/a><\/li>\n
- 10 Best Predictive Analytics Software to Use in 2024<\/a>\n
![\"Alteryx](\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2023\/12\/Alteryx-1400x788.png\")
![\"IBM](\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2023\/12\/IBM-Watson-Studio-1400x788.png\")
![\"Altair\"](\"https:\/\/clickup.com\/blog\/wp-content\/uploads\/2023\/12\/Altair.png\")