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Most efficient or overprepared characters

As part of the Statistical "Which Character" Personality Quiz, this website has had volunteers rate 2,125 characters on a 100 point scale from "efficient" to "overprepared". This page lists the 25 characters whose average ratings were the farthest to either side. Because the scale is bipolar, it is reversable. For example, a rating of 1/100 for "efficient" is the same as 100/100 for "overprepared". See the documentation for more information about how these ratings were collected.

Most efficient characters

RankAverage ratingNumber of ratersName
189.420the Alien (Alien)
289.113Amos Burton (The Expanse)
387.416Seven of Nine (Star Trek: Voyager)
487.118Scar (Fullmetal Alchemist: Brotherhood)
586.419Ender Wiggin (Ender's Game)
686.2137Rosa Diaz (Brooklyn Nine-Nine)
786.225Saitama (One Punch Man)
885.987Villanelle (Killing Eve)
985.828T-800 (Terminator 2: Judgement Day)
1085.030Sterling Archer (Archer)
1184.816Dembe Zuma (The Blacklist)
1284.815Wallace Boden (Chicago Fire)
1384.6107Toph Beifong (Avatar: The Last Airbender)
1484.511Dennis 'Cutty' Wise (The Wire)
1584.49Naomi Nagata (The Expanse)
1684.335Harvey Specter (Suits)
1784.134Indiana Jones (Raiders of the Lost Ark)
1884.17Alex Kamal (The Expanse)
1983.833Mike Ehrmantraut (Breaking Bad)
2083.746Kimiko Miyashiro (The Boys)
2183.622Ilana Wexler (Broad City)
2283.628Rhett Butler (Gone With the Wind)
2383.510Lloyd (Yellowstone)
2483.142Ruth Langmore (Ozark)
2583.115Cedric Daniels (The Wire)

Most overprepared characters

RankAverage ratingNumber of ratersName
186.526Annie Edison (Community)
285.6135Rachel Berry (Glee)
385.420Emma Pillsbury (Glee)
484.5186Chidi Anagonye (The Good Place)
583.642Nina Sayers (Black Swan)
683.330Taylor Doose (Gilmore Girls)
782.735Alan Harper (Two and Half Men)
880.832Rory Gilmore (Gilmore Girls)
980.624Chuck McGill (Better Call Saul)
1080.351Vizzini (The Princess Bride)
1180.39Nathan Shelley (Ted Lasso)
1279.791Leslie Knope (Parks and Recreation)
1379.289Molly Davidson (Booksmart)
1479.129Frank Burns (M*A*S*H)
1579.066Sheldon Cooper (The Big Bang Theory)
1678.219Janine Teagues (Abbott Elementary)
1778.164Petunia Dursley (Harry Potter)
1877.736Tobias Funke (Arrested Development)
1977.7244Walter Stratford (10 Things I Hate About You)
2077.7152Ross Geller (Friends)
2177.768Jess Day (New Girl)
2277.552Ned Flanders (The Simpsons)
2377.123Martha Scott (Baby Reindeer)
2477.167Stu (The Hangover)
2576.813Alvy Singer (Annie Hall)

Similar features

The survey has 525 different descriptive scales that the characters can be rated on. This list is the 10 other scales that that have the highest correlation with efficient<--->overprepared when aggregated at the character level.

  1. street-smart (not sheltered) (r=0.66)
  2. badass (not weakass) (r=0.62)
  3. cool (not dorky) (r=0.62)
  4. stoic (not hypochondriac) (r=0.61)
  5. spelunker (not claustrophobic) (r=0.6)
  6. f***-the-police (not tattle-tale) (r=0.59)
  7. calm (not anxious) (r=0.57)
  8. 😏 (not 😬) (r=0.56)
  9. mighty (not puny) (r=0.55)
  10. inspiring (not cringeworthy) (r=0.55)

Notes

  Updated: 11 February 2026
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