Madrid is about 36 times smaller than Israel.

Israel is approximately 21,937 sq km, while Madrid is approximately 604 sq km, making Madrid 2.75% the size of Israel.
Tip: This to-scale comparison of Israel vs. Madrid uses the Mercator projection, which distorts the size of regions near the poles.