Please see the following tables for OneSchema performance benchmarks. Updated April, 2024.

Upload speed

Time for file to be uploaded, parsed, and intelligently map column headers for the user to confirm.

Number of rows	Time
1k	1.3 seconds
10k	1.8 seconds
100k	8.8 seconds
1M	17.5 seconds
10M	1 minute 47 seconds

Validation speed

Validation speed is the time it takes to go through the different validations for all mapped columns across the entire file. In this case, the tested validations were across two proper case fields (first name, last name), email, date, and address fields.

Number of rows	Time
1k	1 second
10k	1.1 seconds
100k	1.2 seconds
1M	3.2 seconds
10M	5.6 seconds

Transformation speed

Transform speed is the time required to automatically fix all errors detected in the test file using OneSchema native transformations

Number of rows	Time
1k	0.6 seconds
10k	1 second
100k	1.3 seconds
1M	3.8 seconds
10M	22.5 seconds