Key benefits

Test faster than the competition
Fine-tune strategies with lightning-fast ingestion and query speeds to improve alpha generation and minimize market impact.

Large-scale data handling
Analyze large volumes of historical tick data performing complex, granular analysis without degradation in performance.

Develop robust and accurate models
Derive robust and sophisticated models using advanced, predictive analytics with detailed audit trails for model iterations.

Optimize with confidence
Fine-tune strategies against a wide range of data to improve alpha generation and minimize market impact.
With KX you can…

Easily and efficiently aggregate large volumes of historical data to the precision required by your models.

Easily and efficiently aggregate large volumes of historical data to the precision required by your models.

Leverage highly performant join capabilities to determine market conditions at specific points in time (“as of”) or periods of time (“window”).

Use highly efficient storage and recall of historical data on disk with memory mapping for optimal query performance.

Reconstruct National Best Bid and Offer (NBBO) or order books at any time in the past.

Execute complex queries rapidly with a high-performance engine, improving data query efficiency.