| Index | Platform Name & Link | Description | Free/Paid | Has API | Advantages | Disadvantages | OS | Grade |
|---|---|---|---|---|---|---|---|---|
| 1 | Python | Versatile programming language | Free | No | Wide-ranging libraries, flexible | Requires programming knowledge | Windows, macOS, Linux | 95 |
| 2 | Elasticsearch | Distributed, RESTful search engine | Both | Yes | Scalable, fast searching | Complexity in setup | Windows, macOS, Linux | 90 |
| 3 | Apache Solr | Open-source search platform | Free | Yes | Advanced features, scalable | Setup can be complex | Windows, macOS, Linux | 88 |
| 4 | Apache Hadoop | Framework for distributed storage | Free | No | Good for huge datasets | Steep learning curve | Windows, macOS, Linux | 85 |
| 5 | Google Cloud Platform (GCP) | Suite of cloud computing services | Both | Yes | Extensive services, scalable | Can be costly, complex | Cloud-based | 92 |
| 6 | Amazon Web Services (AWS) | Cloud platform for various services | Both | Yes | Market leader, vast options | Can be expensive | Cloud-based | 93 |
| 7 | Microsoft Azure | Cloud computing services | Both | Yes | Integrates with Microsoft products | Costly for large-scale use | Cloud-based | 91 |