Benchmark Report:
High Frequency Data Benchmarking

Transform into a real-time Intelligence Enterprise, saving hours and cutting compute costs for data queries.

With a 100x Price-Performance boost at 1/10th the cost and operating on 1/100th cloud infrastructure and energy, it’s clear why the top data-driven enterprises – including leading banks and financial institutions – rely on us for critical data & analytics workloads.

Check out the benchmarking results to see why kdb+ is the world’s fastest time series database and real-time analytics engine, driving data and AI innovation.

Why is kdb+ so fast?

  • Simultaneous operations on multiple data points.
  • Built-in programming and query functionality for in-database analytics.
  • Small footprint (800KB) ensures operations reside in L1/2 CPU cache.
  • Memory-mapped files reduce CPU overhead.

*Source: To see how kdb performed in independent benchmarks that show similar on replicable data see: TSBS 2023, STAC-M3, DBOps, and Imperial College London Results for High-performance DB benchmarks.

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A verified G2 leader for time-series

Recognized by G2 as a ‘Momentum Leader’ for time series databases, and stream analytics, as ‘Leader’ for time series Intelligence, and as ‘High Performer’ for columnar databases—KX is driving innovation in real-time data analytics.

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