The best replacement for personal geodatabase is file geodatabase.

The best alternatives to personal geodatabase are rated as following:
★★★★★  file geodatabase
★★★  shapefile
★  enterprise geodatabase

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Google Trends

Scale is based on the average worldwide traffic of personal geodatabase in all years. Click on graph for more.
personal geodatabase
file geodatabase
shapefile