How many of the 170k English words do you know?

For those interested in the nature of the later, harder words but not willing to work through the earlier sets, here are the ones from my run:

Level 0: Core Basics Abundant, Baffle, Candid, Dwell, Emerge, Frugal, Generic, Hinder, Impartial, Jovial, Knack, Lucid, Meager, Naive, Obsolete, Peculiar, Quench, Refute, Seldom, Tedious, Unique, Valid, Wary, Yearn, Zeal, Adequate, Barren, Coarse, Diligent, Esteem, Fickle, Gloom, Hoax, Ignite, Jolt, Keen, Linger, Mend, Numb, Omit, Pledge, Quota, Rural, Soothe, Toxic, Urge, Vow, Witty, Yield.

Level 1: Intermediate Acumen, Benevolent, Complacent, Dilapidated, Eloquent, Fabricate, Gregarious, Hypothetical, Imminent, Juxtapose, Lethargic, Meticulous, Nostalgia, Oblivious, Pragmatic, Reiterate, Scrutinize, Tentative, Ubiquitous, Verbose, Wane, Aesthetic, Bolster, Candor, Defer, Elicit, Furtive, Glut, Heed, Impeccable, Lament, Modicum, Notorious, Opulent, Plausible, Resilient, Stagnant, Trivial, Viable, Zenith.

Level 2: Advanced Alleviate, Breviary, Cacophony, Deferential, Ephemeral, Fastidious, Garrulous, Harangue, Iconoclast, Juggernaut, Laconic, Magnanimous, Nefarious, Obsequious, Paradigm, Recalcitrant, Sanguine, Taciturn, Ubiquity, Vacillate, Winsome, Zephyr, Abase, Banal, Capricious, Debilitate, Ebullient, Facetious, Gaikwar, Hackneyed, Idiosyncrasy, Jargon, Kindle, Labyrinth, Maverick, Narcissism, Ostracize, Palliate, Quagmire, Rancorous, Sagacity, Tantamount.

Level 3: Expert Abstemious, Bellicose, Chicanery, Deleterious, Enervate, Fatuous, Gauche, Hegemony, Inculcate, Jejune, Kowtow, Lugubrious, Mawkish, Nonsectarian, Obdurate, Pernicious, Quotidian, Recapitulate, Supercilious, Tempestuous, Unctuous, Vehement, Winnow, Xenophobe, Ziggurat, Acquiesce, Bombastic, Circumlocution, Desultory, Equinox, Fiduciary, Gerrymandering, Hubris, Incognito, Kinetic, Loquacious, Metamorphosis, Nihilism, Orthography, Precipitous, Quasar, Reparation, Soliloquy.

Level 4: Grandmaster (The Obscure) Accoutrement, Brobdingnagian, Crepuscular, Defenestrate, Equanimity, Flibbertigibbet, Grandiloquent, Hippopotomonstrosesquippedaliophobia, Ineffable, Jingoism, Kerfuffle, Logorrhea, Mellifluous, Obfuscate, Panacea, Quixotic, Rococo, Sesquipedalian, Tergiversate, Ultracrepidarian, Vicissitude, Weltschmerz, Xeric, Yclept, Zeitgeist, Absquatulate, Bumbershoot, Callipygian, Dord, Ergophobia, Fartlek, Gobbledygook, Houghmagandy, Interrobang, Kakistocracy, Lollygag, Mumpsimus, Nudiustertian, Omphaloskepsis, Pogonotrophy, Quire, Ratoon, Snollygoster, Tittynope, Ucalegon, Vagitus, Widdershins, Xylopolist, Yarborough, Zenzizenzizenzic.

This was fun! And it told me I know 55k words which made me a little happy.

I'm not sure exactly how you did this, but I think you asked an LLM to come up with the wrong options. Two things to consider:

1. While the LLM can go r good options, they won't be always hard to guess. I wonder if instead you can have the LLM generate very close words (or skip using an LLM entirely) and put those as the options. 2. If you will generate options with an LLM, make sure you are mindful of its inability to shuffle things around. The correct answer was overwhelmingly the first or second option in the list. You should ask the model to give the options in a uniform order (say from true meaning then decreasing amount of replayability), then manually shuffle them so that the probability of which option (A, B, C or D) is always 25%.

It could be based on things like word frequency. I'd expect obfuscate/obfuscation to be less common outside of programming and RPGs (Vampire the Masquerade).

Really interesting, but I would love to be able to express honestly when I just guessed. This way the result would be much more scientifically sound. Four answers have a 25% chance of random correctness, which is a bit high in my opinion. I think either adding a "I don't know" or a confidence level (Known/educated guess/wild guess) would help.

I got 70,750 which is much higher than I expected. The early words were obvious. However, a lot of the later questions I could only answer because they were multiple choice. If I had to actually come up with a definition, I suspect my score would be much lower.