Forum Discussion
Can Direct Lake Semantic Model compete with SSAS Tabular Live Connection in Speed?
- 10 months ago
Hi - thanks for posting to the community. The short answer is, it depends - maybe, maybe not.
With the assumption that the direct lake model is well optimized, compressed, with v-order, etc. (see links below)...
If both are called from a cold cache then SSMS will most likely be faster because direct lake needs to warm up.
Once the cache is warm they will likely be comparable; direct lake will perform very well, like import mode.
There are a lot of other factor that play into this though. The links below are good reads on points to think about and also demonstrate how to capture performance metrics for the semantic model. Then you would also want to review the Fabric Capacity Metrics App to see how the tests impacted the capacity.
SSAS vs AAS vs Fabric Semantic Models: Ultimate Showdown!
Understand Direct Lake query performance - Microsoft Fabric | Microsoft Learn
(25) Choosing SSAS Over Power BI for Data Modelling (On-Prem) : Case Study | LinkedIn
Microsoft Fabric: Not All Delta Tables Are Created Equally
Migrate Azure Analysis Services to Power BI - Microsoft Fabric | Microsoft Learn
Hi - thanks for posting to the community. The short answer is, it depends - maybe, maybe not.
With the assumption that the direct lake model is well optimized, compressed, with v-order, etc. (see links below)...
If both are called from a cold cache then SSMS will most likely be faster because direct lake needs to warm up.
Once the cache is warm they will likely be comparable; direct lake will perform very well, like import mode.
There are a lot of other factor that play into this though. The links below are good reads on points to think about and also demonstrate how to capture performance metrics for the semantic model. Then you would also want to review the Fabric Capacity Metrics App to see how the tests impacted the capacity.
SSAS vs AAS vs Fabric Semantic Models: Ultimate Showdown!
Understand Direct Lake query performance - Microsoft Fabric | Microsoft Learn
(25) Choosing SSAS Over Power BI for Data Modelling (On-Prem) : Case Study | LinkedIn
Microsoft Fabric: Not All Delta Tables Are Created Equally
Migrate Azure Analysis Services to Power BI - Microsoft Fabric | Microsoft Learn
- Anusha6610 months ago
Advocate IV
Thank you for providing the links!