Why does a query run nearly 100 times slower when only changing a WHERE clause value?

Question

I have the following query:

SELECT count(m.p1_elo_one)
FROM belgarath.match_result as m
INNER JOIN belgarath.tournament AS tm ON tm.id_ = m.tournament_id
INNE