| 100% | RANDO | 5 | That guy at a party whom no one seems to know |
| 34% | RSVPER | 6 | One who commits to a party |
| 34% | BEARD | 5 | Those who grew one in 1700s Russia had to pay a tax |
| 34% | STUDENTIDCARD | 13 | Kid at a college bar who seems, to me as a bouncer, too young to allow in |
| 33% | SOFTIE | 6 | One who's liable to cry at the end of a romantic comedy, e.g. |
| 33% | TREK | 4 | Adventurous hiking expedition that one who loves to travel as a hobby might undertake |
| 33% | MAP | 3 | Cartographer's creation that one who loves to travel as a hobby might use |
| 33% | VOYAGE | 6 | Long sea journey that one who loves to travel as a hobby might undertake |
| 32% | SECRETMENU | 10 | Food only found by those who know, and a hint to this puzzle's theme |
| 32% | SCORE | 5 | High ___, something that one who takes up gaming as a hobby might hope to beat |
| 32% | TMI | 3 | "No one wants to hear that," in a group text |
| 32% | BEHINDBLUEEYES | 14 | 1971 hit from the Who that begins "No one knows what it's like to be the bad man" |
| 31% | KNITWIT | 7 | *One who really, really knows how to spin a yarn? |
| 31% | MINGLER | 7 | One circulating at a party |
| 31% | GALAAPPLE | 9 | Fruit that would be apt to eat at a party |
| 31% | EATER | 5 | Fussy ___ (one who says no to a lot of foods) |
| 31% | SOCK | 4 | Matching ___, one of a pair of feet warmers that seems impossible to find when you're looking for it |
| 31% | MARKTWAIN | 9 | "I respect a man who knows how to spell a word more than one way" |
| 30% | ETAL | 4 | Common abbreviation that seems to indicate that no one cares about the fifth or sixth authors |
| 30% | FACT | 4 | "I happen to know for a ___ that ..." |
| 30% | STAG | 4 | Unaccompanied one at a party |
| 30% | YOKOONO | 7 | Singer who said "At least I had that, one guy understood me" |
| 30% | ASHRAM | 6 | In the Mahabharata, it's stated that a youthful Krishna was sent to see Sand?pan? Muni at one of these |
| 30% | STAG | 4 | Like a party that's for guys only |
| 30% | PINATA | 6 | One getting smashed at a party? |
| 30% | STAGS | 5 | Guys without dates at a party |
| 30% | INVITEE | 7 | One asked to attend a party |
| 30% | USER | 4 | One to whom a warranty applies |
| 30% | GOLFPRO | 7 | One who knows how to swing |
| 30% | TAILGATER | 9 | One at a lot of parties |