 TV Fanatic gave the episode 4 out of 5 stars, writing "Simpsons Season 26 starts off with a bang, with plenty of laughs and even a few sentimental moments".Tony Sokol of Den of Geek gave the episode 4 stars out of 5, commenting 'Clown in the Dumps' may not be considered a classic episode now, but after a few years when we watch it again on syndication, probably next year on FXX, it will grow in stature.It is a heartfelt episode that does bring on the laughs.