What are you setting your bid price to? I think its' reasonable to set it to 100% of on-demand price, or else you may get evicted more frequently. It's also a good idea for a job like this to set only _some_ of the executors to be spot instances, so that you never lose a critical mass of executors, while saving some money otherwise.