Lithium batteries are much more likely to combust or explode spontaneously in the absence of spark.
Also, lithium batteries only burn as slowly as their designs allow. Poorly made Lion packs will burn faster than equivalent energy-dense amount of liquid gasoline exposed to standard atmosphere.
Where is the data suggesting that EVs are less likely to happen than ICE?