Apache Ambari vs. IBM watsonx.data
A side-by-side comparison based on G2 review data.
| Metric | Apache Ambari | IBM watsonx.data |
|---|---|---|
| Overall rating | 4.1 | 4.4 |
| Review count | 23 | 173 |
| Ease of use | 8.9 | 8.5 |
| Ease of setup | 8.3 | 8.3 |
| Quality of support | 7.5 | 8.7 |
| Meets requirements | 8.4 | 8.9 |
| NPS | 28.571429 | 57.142857 |
| Small Business | 17.4% | 36.4% |
| Mid-Market | 17.4% | 30.2% |
| Enterprise | 65.2% | 33.3% |
| Total page views | 39 | 1,563 |
| Total LLM citations | 30 | 7,346 |
Apache Ambari
Apache Ambari is a software project designed to enable system administrators to provision, manage and monitor a Hadoop cluster, and also to integrate Hadoop with the existing enterprise infrastructure.
IBM watsonx.data
IBM® watsonx.data® helps you access, integrate and understand all your data —structured and unstructured—across any environment. It optimizes workloads for price and performance while enforcing consistent governance across sources, formats and teams. Watch the demo to learn how watsonx.data empowers you to build gen AI apps and powerful AI agents. Free Trial available: https://ibm.biz/Watsonx-data_Trial
- Ease of Use
- Features
- Data Management
- Integrations
- Analytics
- Flexibility