# Data Apps Internal Tools

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

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [ToolJet](https://www.vioscale.ai/software/tooljet) | 74.7 | 55% (medium) | - |
| 2 | [Superblocks](https://www.vioscale.ai/software/superblocks) | 62.5 | 13% (low) | - |
| 3 | [Panel](https://www.vioscale.ai/software/panel) | 56.6 | 28% (low) | - |
| 4 | [Observable Framework](https://www.vioscale.ai/software/observable-framework) | 51.3 | 26% (low) | - |
| 5 | [Streamlit](https://www.vioscale.ai/software/streamlit) | 45 | 3% (low) | - |
| 6 | [Plotly Dash](https://www.vioscale.ai/software/plotly-dash) | 20.1 | 3% (low) | - |

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*Source: Vioscale (https://www.vioscale.ai/categories/data-apps-internal-tools).*