TokuMX vs MongoDB benchmark

 

              MongoDB has grown into a popular NoSQL database in a really short interval of time. With its document oriented structure and bson format storage.MongoDB has captivated the hearts of developers. We have been working on several mongoDB related benchmarks and in the recent times we came across Tokutek’s TokuMx which is a fork of mongoDB with the promising Fractal tree index.

               Several of Tokutek’s benchmarks prove that the performance of  TokuMx is nearly 50x faster , 90% reduction in database size. The details and the graphs given by them were quite impressive. We tried our own benchmarks and were surprised to get the below results.

Our benchmark was done on a centos 7 machine with the below configuration:

CPU no(s)       : 4

CPU speed      : 2361.140 MHz

RAM Total      :  3768708 kB

  

                The insert benchmark was carried by inserting different number of documents and the time take for each insert was observed. The below graph depicts it.

                    We then pulled out the data that we inserted with different sets of rows and the time taken for each select query was noted.

                       We also noted down down the size of the database on disk and made a comparison.

 

Hope this benchmarking gives all a clear comparison between MongoDB and TokuMx.