# Analytics & BI Software

Business intelligence, dashboards, and product analytics platforms.

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

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [numpy](https://www.vioscale.ai/software/numpy) | 48.8 | 33% (low) | Numpy |

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*Source: Vioscale (https://www.vioscale.ai/categories/analytics-bi).*