Why then unite in pools? If the probability of getting a reward in solo-mining is equal to the probability of getting a reward in the pool (in proportion to its Stake in the pool).

For example, 50k blk is a pool. My Stake is 10k blk. The pool will pay me a reward in proportion to my Stake (10 blk). In a pool and in a solo, I get the same reward?