# Panel alternatives

The highest-scoring alternative to Panel in Data Apps Internal Tools is **ToolJet** (75/100), against Panel's 57/100. Ranked on independent signals, not user reviews. No vendor pays for placement.

| # | Alternative | Score | Confidence | Compare |
|--:|---|--:|---|---|
| 1 | [ToolJet](https://www.vioscale.ai/software/tooljet) | 75 | 55% (medium) | [Panel vs ToolJet](https://www.vioscale.ai/compare/panel-vs-tooljet) |
| 2 | [Superblocks](https://www.vioscale.ai/software/superblocks) | 63 | 13% (low) | [Panel vs Superblocks](https://www.vioscale.ai/compare/panel-vs-superblocks) |
| 3 | [Observable Framework](https://www.vioscale.ai/software/observable-framework) | 51 | 26% (low) | [Panel vs Observable Framework](https://www.vioscale.ai/compare/observable-framework-vs-panel) |
| 4 | [Streamlit](https://www.vioscale.ai/software/streamlit) | 45 | 3% (low) | [Panel vs Streamlit](https://www.vioscale.ai/compare/panel-vs-streamlit) |
| 5 | [Plotly Dash](https://www.vioscale.ai/software/plotly-dash) | 20 | 3% (low) | [Panel vs Plotly Dash](https://www.vioscale.ai/compare/panel-vs-plotly-dash) |

Panel itself ranks #3 of 6 in Data Apps Internal Tools.

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*Source: Vioscale (https://www.vioscale.ai/alternatives/panel). Generated 2026-09-01T15:20:47.294Z.*