How to compare OSM data with other data

I would like to compare how many streets are already captured in OSM by comparing it in QGIS to other datasets. Do you have some ideas how I can compare these datasets, since intersection methods often fail due to the small variance (and not due to the existence of streets).

Thanks for your help