Key benefits
![Time To Value Backtesting Use Case Icon - KX](https://kx.com/wp-content/uploads/2024/07/Time-to-Value-150x150.png)
Shorten time-to-value
Evaluate hypotheses at the speed of thought and get watertight strategies to market faster than competitors.
![](https://kx.com/wp-content/uploads/2024/07/High-performance-data-processing-150x150.png)
High-performance data processing
Handle and process large volumes of historical time-series data quickly, enabling faster backtesting cycles.
![](https://kx.com/wp-content/uploads/2024/07/data-models-300x-150x150.png)
Develop robust and accurate models
Fine-tune strategies against a wide range of data to improve alpha generation and minimize market impact.
![Granular Analysis Backtesting Icon - KX](https://kx.com/wp-content/uploads/2024/07/Data-150x150.png)
Granular analysis
Perform granular, point-in-time, trade performance investigation to improve insights.
With KX you can…
![](https://kx.com/wp-content/uploads/2024/07/Easily-And-Efficiently-Aggregate-Large-Volumes-150x150.png)
Efficiently aggregate large volumes of historical data to the precision required by your models.
![](https://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://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 or periods of time.
![](https://kx.com/wp-content/uploads/2024/07/icon-patterns-150x150.png)
Replay historical data to simulate real-time feeds and assess how your strategy would have performed.
![](https://kx.com/wp-content/uploads/2024/07/Multiple-dates-300x-150x150.png)