A solution exists $\iff \gcd(b_i,b_j)\mid a_i-a_j\,$ for all $\,i\ne j,\,$ i.e. iff they are pairwise solvable. See this answer for a proof.
Any solution is unique mod $m = $ lcm of all moduli, so the least natural solution can be as large as $\,m-1,\,$ e.g. $\, x\equiv -1 \pmod {b_i}\iff x\equiv -1\pmod m\,$ has least solution $\, x = m-1$
Indeed if $\,x'$ and $\,x\,$ are solutions then all $\ b_i\mid x'-x\,$ so $\ m = {\rm lcm}\{b_i\}\mid x'=x,\ $ i.e. $\,x'\equiv x\pmod m.\,$ Conversely $\,x'\equiv x\pmod{m}\,\Rightarrow\,x'\equiv x[\equiv a_i]\pmod{b_i}\,$ by $\,b_i\mid m.$