# Data Integration

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [Apache Camel](https://www.vioscale.ai/software/apache-camel) | 52.2 | 27% (low) | - |
| 2 | [Talend (Qlik Talend Cloud)](https://www.vioscale.ai/software/talend-qlik-talend-cloud) | 34.2 | 13% (low) | - |
| 3 | [Debezium](https://www.vioscale.ai/software/debezium) | 30.8 | 11% (low) | - |
| 4 | [SnapLogic](https://www.vioscale.ai/software/snaplogic) | 24.9 | 15% (low) | - |
| 5 | [Informatica Intelligent Data Management Cloud](https://www.vioscale.ai/software/informatica-intelligent-data-management-cloud) | 23.3 | 15% (low) | - |
| 6 | [IBM DataStage](https://www.vioscale.ai/software/ibm-datastage) | 13.7 | 3% (low) | - |

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*Source: Vioscale (https://www.vioscale.ai/categories/data-integration).*