KNIME vs. Amazon SageMaker
A side-by-side comparison based on G2 review data.
| Metric | KNIME | Amazon SageMaker |
|---|---|---|
| Overall rating | 4.5 | 4.3 |
| Review count | 127 | 57 |
| Ease of use | 8.8 | 8.6 |
| Ease of setup | 8.8 | 8.6 |
| Quality of support | 8.6 | 8.9 |
| Meets requirements | 8.9 | 8.9 |
| NPS | 68 | 46.296296 |
| Small Business | 27.6% | 30.9% |
| Mid-Market | 29.1% | 34.5% |
| Enterprise | 43.3% | 34.5% |
| Total page views | 1,057 | 401 |
| Total LLM citations | 8,088 | 1,606 |
KNIME
KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work with data, every day. KNIME Business Hub is the commercial complement to KNIME Analytics Platform and enables users to collaborate on data science and share insights across the organization. Together, the products support the complete data science lifecycle, allowing teams at all levels of analytics readiness to support the operationalization of data and to build a scalable data science practice.
- Ease of Use
- Ease of Learning
- Learning
- Coding Ease
- Graphical Visualization
- Easy Integrations
Amazon SageMaker
Amazon SageMaker is a fully managed service that enables data scientists and developers to build, train, and deploy machine learning (ML) models at scale. It provides a comprehensive suite of tools and infrastructure, streamlining the entire ML workflow from data preparation to model deployment. With SageMaker, users can quickly connect to training data, select and optimize algorithms, and deploy models in a secure and scalable environment.
- Ease of Use
- Implementation Ease
- Model Management
- Time-Saving
- Features
- Fast Processing