SourceForge Spring 2026 Leader
Making Composite Semantic Layers Interoperable
Spring Report 2026 - Momentum leader
This document explains Kyvos’ advantages over AtScale to help choose the right option for enterprise BI and AI initiatives.
AtScale is a universal semantic layer that delivers business metrics independently from BI tools and cloud data platforms. However, the platform isn’t built to handle analytics on large complex datasets due to its reliance on underlying source systems for performance and has limited data modeling options.
Kyvos semantic layer simplifies analytics, improves query execution and establishes data trust for leading global enterprises. The platform delivers infinite scale without any speed constraints or query push downs to expensive data sources. Kyvos also offers advanced data modeling features to build smart aggregates, even for complex datasets.
Never wait for answers. Kyvos serves every query—ad hoc or complex—at
interactive speeds, thanks to its semantic layer.
Grow without limits. Kyvos handles billions of rows and thousands of users
effortlessly, with no drop in speed or accuracy.
Keep your data warehouse lean and analytics costs low. Kyvos eliminates
push-down queries by serving insights from its rich models.
Build smart aggregates and multidimensional models. Kyvos supports complex hierarchies and advanced calculations.
| Features | AtScale | Kyvos |
|---|---|---|
| Data Modeling | ||
| Data Models | Virtual hybrid multidimensional models | Multidimensional, Relational multidimensional and Hybrid multidimensional models |
| Dynamic Time Series Calculations | Limited | Fully supported |
| Quick Data Modeling | No | Yes |
| Dimension Attributes | Limited | Fully supported |
| Calculated Measures | Limited | Fully supported |
| Calculated Members | Not Supported | Supported |