Datagran vs IBM SPSS Modeler vs Amazon Forecast Comparison
Datagran
Starting at $50 /Month
- Large Enterprises
- Medium Business
Datagran is a powerful software solution that streamlines operations and utilizes advanced machine learning models. By effectively managing data projects and integrating various business applications, it increases profit…
IBM SPSS Modeler
Starting at $499 /Month
- Free Trial
- Large Enterprises
- Medium Business
IBM SPSS Modeler is a user-friendly data science and machine learning platform designed for data analysts, business intelligence teams, and enterprise-level data scientists. Its drag-and-drop interface allows users to pe…
Amazon Forecast
Starting at Contact for pricing
- Free Trial
- Large Enterprises
- Medium Business
Introducing Amazon Forecast, the ultimate predictive analytics software and time-series forecasting tool in the market. Powered by machine learning and backed by Amazon's secure technology, this software allows businesse…
Datagran leads on user satisfaction with a 5.0-star rating across 1 reviews.
Datagran vs IBM SPSS Modeler vs Amazon Forecast — at a glance
| Feature | Datagran | IBM SPSS Modeler | Amazon Forecast |
|---|---|---|---|
| Rating | 5.0 / 5 | 4.2 / 5 | 4.0 / 5 |
| Reviews | 1 | 300 | 38 |
| Starting price | $50 /Month | $499 /Month | Contact for pricing |
| Free trial | No | Yes | Yes |
| Free version | No | No | No |
| Best for | Large Enterprises, Medium Business, Small Business | Large Enterprises, Medium Business | Large Enterprises, Medium Business, Small Business |
| Category | Predictive Analytics Software | Predictive Analytics Software | Predictive Analytics Software |
| Platforms | SaaS/Web/Cloud | SaaS/Web/Cloud, Installed - Windows, Installed - Mac | SaaS/Web/Cloud |
| API | Available | — | Available |
| Support modes | Online | Online | Online |
| Certifications | — | GDPR | SOC 2, HIPAA, GDPR, ISO 27001 |
| Data residency | Global | Global | Global |
Key differences between Datagran and IBM SPSS Modeler
- Pricing: Datagran starts at $50 /Month, while IBM SPSS Modeler starts at $499 /Month.
- Free trial: IBM SPSS Modeler offers a free trial; Datagran does not.
- User satisfaction: Datagran scores higher with a 5.0-star average.
- Deployment: Datagran supports SaaS/Web/Cloud; IBM SPSS Modeler supports SaaS/Web/Cloud, Installed - Windows, Installed - Mac.
Compare Datagran vs IBM SPSS Modeler vs Amazon Forecast — and walk away knowing which one fits.
Which tool fits your team best
Which is actually cheaper for your team size
Where each product wins, per real buyers
Most Predictive Analytics Software tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.
Biggest differences
Features
Pricing
Buying details
Security
Buyer feedback
Integrations
Product tour
Other options
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Biggest differences
Start here before you go deeper into features.
Best for data teams needing integrated ML and flexible analytics workflows.
- You require seamless integration with multiple business applications for data projects.
- Your team needs to quickly deploy advanced machine learning pipelines.
- You want user-friendly, customizable data visualizations to empower business decisions.
- Your company lacks an existing data infrastructure or data expertise.
- You need simple, out-of-the-box analytics without customization or setup complexity.
Best for enterprise teams needing comprehensive, no-code predictive analytics.
- You require a wide range of statistical and machine learning algorithms in one platform.
- Your team prefers an intuitive drag-and-drop interface without deep programming skills.
- You need strong vendor support, documentation, and hybrid deployment options.
- You are a small organization with limited budget and infrequent analytics needs.
- You need modern, highly customizable visualization and extensive open-source integrations.
Best for scalable, accurate machine learning-based time-series forecasting.
- You need precise demand forecasting for retail or supply chain optimization.
- Your team includes data scientists or analysts familiar with ML workflows.
- You require seamless integration with AWS infrastructure for scalability.
- You are a small business without dedicated data science resources.
- You need highly customizable forecasting algorithms beyond built-in options.
Datagran: Best for data teams needing integrated ML and flexible analytics workflows. IBM SPSS Modeler: Best for enterprise teams needing comprehensive, no-code predictive analytics.
Description | Datagran is a powerful software solution that streamlines operations and utilizes advanced machine learning models. By effectively managing data projects and integrating various business ... Read More about Datagran | IBM SPSS Modeler is a user-friendly data science and machine learning platform designed for data analysts, business intelligence teams, and enterprise-level data scientists. Its ... Read More about IBM SPSS Modeler | Introducing Amazon Forecast, the ultimate predictive analytics software and time-series forecasting tool in the market. Powered by machine learning and backed by Amazon's secure technology, ... Read More about Amazon Forecast |
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Entry Level Pricing |
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User RatingsBased on verified Spotsaas reviews | |||
Best Company Size | 51-500 employees500+ employees | 51-500 employees500+ employees | Medium BusinessLarge Enterprises |
Get pricing help | Get pricing help | Get pricing help |
Where each option fits best
See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.
Based on buyer reviews and verified product data collected by Spotsaas.
Key strengths
No key benefits available yet.
- Comprehensive Predictive Analytics: Includes a full library of statistical methods and machine learning algorithms, suitable for broad analytical use
- Intuitive Visual Workflow Interface: Simplifies complex processes with drag-and-drop streams, easing adoption for users without programming experience
- Hybrid Deployment & Governance: Supports multi-cloud, on-premises, and integrates with IBM Watson, enabling governed, enterprise-scale deployments
No key benefits available yet.
Best fit
No best-fit guidance available yet.
- 50–2,000+ Employees
- Banking & Finance, Healthcare, Insurance, Marketing & Research, Manufacturing, Education
- : Data Scientist, Business Analyst, Researcher, Analytics Manager, Predictive Modeler, Market Researcher
No best-fit guidance available yet.
Reasons buyers look elsewhere
No alternatives guidance available yet.
- The required software licenses and maintenance can be cost-prohibitive, especially for small businesses or solo analysts
- While the drag-and-drop interface supports basic workflows, mastering advanced features often demands statistical and coding expertise
- Some users report that charts and graphs look outdated and lack customization, pushing for more modern BI solutions
No alternatives guidance available yet.
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How do Datagran, IBM SPSS Modeler and Amazon Forecast Compare on Features?
Total Features | 0 Features | 6 Features | 0 Features |
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Unique Features | No features | No unique features | No features |
Get Quote | Get Quote | Get Quote |
Compare Datagran, IBM SPSS Modeler and Amazon Forecast on pricing
Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.
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Get help choosing | Get help choosing | Get help choosing |
Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | — | — | ✓ Yes |
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HIPAA | — | — | ✓ Yes |
GDPR | — | ✓ Yes | ✓ Yes |
ISO 27001 | — | — | ✓ Yes |
Single Sign-On (SSO) | — | — | ✓ Yes |
Multi-Factor Auth (MFA) | — | — | ✓ Yes |
Data Encryption | — | — | ✓ Yes |
Audit Logs | — | — | ✓ Yes |
Data Residency | 🌐 Global | 🌐 Global | 🌐 Global |
Datagran vs IBM SPSS Modeler User Reviews & Rating Comparison
User Ratings | |||
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Rating Distribution | |||
Spotsaas Editor’s POV generated by AI | Buyer sentiment Overall positive sentiment highlighting ease of use and powerful machine learning capabilities, though limited user feedback is available. What buyers like
Common complaints
| Buyer sentiment Users appreciate the comprehensive analytics capabilities and ease of use via drag-and-drop, but note the high cost and dated visualization features as drawbacks. What buyers like
Common complaints
| Buyer sentiment Users value Amazon Forecast's accuracy and scalability but note challenges with complexity, cost, and usability for newcomers. What buyers like
Common complaints
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Pros and Cons |
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Positive Reviews | No reviews available for the product | No reviews available for the product | No reviews available for the product |
List of Customers
Customers |  Discovery  GoDaddy  HFactor Water | No Customers information available. | No Customers information available. |
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Media and Screenshots
Screenshots |  5 Screenshots |  3 Screenshots | No screenshots available. |
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Videos |  3 Videos |  1 Videos |  3 Videos |
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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
Frequently asked questions
- Which is better, Datagran or IBM SPSS Modeler?
- Datagran edges out the other on user ratings (5.0 vs 4.2). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
- Do Datagran and IBM SPSS Modeler offer a free trial?
- IBM SPSS Modeler offers a free trial. Datagran does not.
- What is the starting price of Datagran vs IBM SPSS Modeler?
- Datagran starts at $50 /Month. IBM SPSS Modeler starts at $499 /Month.
- What are the top alternatives to Datagran?
- Top alternatives to Datagran include IBM Cognos Analytics, SAS Advanced Analytics, Graphite Note, Oracle Crystal Ball, Oracle Data Mining.
- What are the top alternatives to IBM SPSS Modeler?
- Top alternatives to IBM SPSS Modeler include Solver, IBM Cognos Analytics, SAS Business Intelligence, ibi Analytics Platform, Vizologi.