Key benefits
![](https://devweb.kx.com/wp-content/uploads/2024/07/Test-faster-then-the-competition-300x-150x150.png)
Test faster than the competition
Fine-tune strategies with lightning-fast ingestion and query speeds to improve alpha generation and minimize market impact.
![Power Real Time Dashboards Backtesting Use Case Icon - KX](https://devweb.kx.com/wp-content/uploads/2024/07/Large-scale-data-handling-1-150x150.png)
Large-scale data handling
Analyze large volumes of historical tick data performing complex, granular analysis without degradation in performance.
![](https://devweb.kx.com/wp-content/uploads/2024/07/data-models-300x-150x150.png)
Develop robust and accurate models
Derive robust and sophisticated models using advanced, predictive analytics with detailed audit trails for model iterations.
![](https://devweb.kx.com/wp-content/uploads/2024/07/Optimize-with-confidence-150x150.png)
Optimize with confidence
Fine-tune strategies against a wide range of data to improve alpha generation and minimize market impact.
With KX you can…
![](https://devweb.kx.com/wp-content/uploads/2024/07/Large-volumes-of-data-150x150.png)
Easily and efficiently aggregate large volumes of historical data to the precision required by your models.
![](https://devweb.kx.com/wp-content/uploads/2024/07/determine-market-conditions-at-specific-points-in-time-150x150.png)
Leverage highly performant join capabilities to determine market conditions at specific points in time (“as of”) or periods of time (“window”).
![](https://devweb.kx.com/wp-content/uploads/2024/07/Reconstruct-National-Best-Bid-and-Offer-NBBO-150x150.png)
Reconstruct National Best Bid and Offer (NBBO) or order books at any time in the past.
![](https://devweb.kx.com/wp-content/uploads/2024/07/Run-your-logic-on-multiple-dates-in-parallel-150x150.png)
Deliver unparalleled performance and precision by aggregating and joining data across time.
![](https://devweb.kx.com/wp-content/uploads/2024/07/highly-efficient-storage-and-recall-300x-150x150.png)