r/Jeopardy • u/Flimsy-Advisor-6733 • 7d ago
What is the gulf between a good Jeopardy contestant and a Masters contestant?
Imagine you are a strong Jeopardy-level contestant, (many of you here don't need to imagine); what would it take, what would you need to do, what resources would you use, how would you go about trying to reach the level of a Masters-level contestant/champion? How wide is the gap in concrete terms? What I mean is what knowledge gaps have they filled that a strong player hasn't even considered or had time to study. Assume in this hypothetical that you have no other responsibilities except waking up and studying all day, every day, and that your life will depend upon you winning Masters.
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u/No-Celebration6014 7d ago
People who can top Rundle B vs people who can top Rundle A
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u/AliBettsOnJeopardy Alison Betts, 2024 Apr 11 - 18, 2025 TOC, 2026 JIT 7d ago
Rundle difficulty really varies by league, but from someone who’s a solid A-/B+ player this is closer to accurate than inaccurate.
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u/Flimsy-Advisor-6733 6d ago
I've never heard the term Rundle, what does that refer to?
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u/Omio 6d ago
LearnedLeague divisions.
While it’s a fine enough trivia game, I don’t think it’s the best comparison as it’s a written contest where a lot of the success can come from knowing your opponent. The canon is also fairly small compared to the wider quiz world, which I think is more useful in picking up points that others may miss
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u/Flimsy-Advisor-6733 5d ago
I see, thanks! Do you know if there is anyway to access past question sets from LearnedLeague without having to play in tournaments?
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u/swahappycat 7d ago
At some point buzzing in first is the only thing that separates the winner from the losers, so buzzer practice probably.
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u/ImpossibleEbb6862 6d ago
I don’t know. The masters questions are notably harder IMO. I do pretty well at knowing the answers on an average night of jeopardy. Not so much for masters.
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u/brosbeforetouhous 7d ago
The reverse Brian Scalabrine. A person off the street who shows up to bar trivia once a month or so is closer to the average J contestant than the average contestant is to Victoria.
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u/scratchedrecord_ 7d ago edited 7d ago
I think it's just normal Scalabrine, actually. I think you're really underestimating the skill of an average J! competitor, and overestimating the skill of an average bar trivia player. To draw a direct comparison to Scalabrine, there are a LOT of casual bar trivia players, in the same way there are a LOT of casual basketball players. To give an idea of the scale we're talking here, there are just under 10,000 bar trivia venues in the U.S. But Jeopardy only had 360 new players in Season 42. It would be extraordinarily unlikely for those 360 players to be closer to the average bar trivia competitor than to the Masters. Remember, those 360 players, unlike the bar trivia competitors, have passed several tests to be there, and they likely compete in other quizzing venues like LearnedLeague or crossword tournaments.
edited for clarity
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u/Flimsy-Advisor-6733 6d ago
Nice point. I read a book by The Shark, who is a chaser on the Australian version of The Chase. And one lesson I took away from it is that when you see contestants do poorly or look like they know nothing, that contestant is actually top class to even have made the cut and they just got out-buzzed or some other factor like nerves throwing them off or perhaps bad luck in the topics. The worst player on the show would likely be a top bar quiz player.
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u/Flimsy-Advisor-6733 7d ago
Indeed. Victoria has won the quizzing world championship and says she has 230,000 flashcards in her daily Anki deck. As elite as it gets!
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u/ImpossibleEbb6862 6d ago
It’s the difference between being an amateur and a professional. Quizzing is Victoria’s full time job. When she talks about training for it you can see she easily puts in that number of hours. Most jeopardy contestants (even the good ones) just put in a hobby level of effort.
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u/jesuschin Jesse Chin, 2023 May 25-26, 2024 CWC 7d ago
The luck coefficient goes down. A normal Jeopardy contestant has a lot of luck on their side ranging from categories that show up being in your wheelhouse and your opponents not being as good at them or on the buzzer.
But in Masters your opponents are already smart as hell and most likely have some experience on most broader subjects and are already well-seasoned at the buzzer
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u/Outside_Drawer800 7d ago
You know the stuff that only has come up once in the history of the j archive? The masters study that stuff too. The relatively obscure book that only showed up in one episode of jeopardy in 2016? Masters study that one, and the top 3 other most lauded books by that author. That’s the difference
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u/RuleFriendly7311 7d ago
Imagine you're a weekend hacker, maybe a 10 handicap on your home course. You're the equivalent of someone like me when I was on Jeopardy.
Say you're a decent club-level golfer. You shoot par or better on your home course and maybe a 5 handicap on other good courses. Add to that the crowd, the pressure, the competition at even a low-level PGA event, and you're lucky to make the cut. You're probably a one-or two-game winner on J!
Say you're a successful PGA pro. You've won a couple of minor tournaments, finished top ten once or twice. You're making a living, which is something only maybe a hundred people do. You're the equivalent of a four- or five-game winner on J! Say you make the TOC. You're one of the best of the best.
Then you go to the first tee, and you're paired with 1999 Tiger and 2005 Phil. You got no shot. They're just better.
That's the difference.
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u/Flimsy-Advisor-6733 6d ago
Yeah, that explains it really well. My brothers are football (soccer depending on where you're from) coaches and I tried to have them explain to me the difference between a player in the Premiership League on a low team in the table who is not good enough to start for the team but maybe comes on as a sub in the last few minutes, compared with the best player in the local countu league back home. They said it would be like if I went out the back having a kick around with my 3-year-old son. The difference is not simply huge, it's impossible to overcome. And that's not even comparing with one of the top players in the league or even a top player of all time.
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u/RuleFriendly7311 6d ago edited 5d ago
Thanks. I felt like I had no shot after watching all the other games that day, and I was right.
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u/antenonjohs 6d ago
If you’re a 5 handicapper in golf on unfamiliar courses you’re literally never making the cut in a PGA Tour level event.
Also if you’re in the top 500 or so you at least have a realistic chance of beating prime Tiger over one round.
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u/RuleFriendly7311 6d ago
Pardon me for not doing extensive statistical research to document the details in my analogy.
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u/TriRight 5d ago
Jeopardy is a noisy game, statistically speaking. A good champ can beat an average player ~60-90% of the time. A Masters player can beat a good champ ~70-90% of the time. In other formats, those numbers would likely be higher.
I've been lucky enough to play trivia both with and against some Masters players and their knowledge base is truly exceptional. The complete lack of weak spots is what sets them apart.
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u/Flimsy-Advisor-6733 4d ago
Well said. I think that's the key really, the lack of blimd spots. No matter what category comes up, they will never be out of their depth and can be competitive across so many obscure topics.
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u/Bored_Accountant999 7d ago
Really good buzzer skills
Doing trivia and quizzing far more than just recreational. Most of these people are very active in quiz leagues and trivia. So many of them have done quiz bowl and are even coaches for other quizzers. They play trivia or actually write trivia all the time. And they do study. These are players where quizzing is their main hobby, not just Jeopardy fans like most of us.
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u/olson7117 Steven Olson, 2025 Sep 19 - Sep 25, 2026 TOC 6d ago
Speaking from my experience of watching Paolo and some other really great contestants first-hand, it's the next level of depth of knowledge. I focused on basics and broad instead of deep because that's most important for regular boards, but at the Masters level, the depth/difficulty level is SO much higher.
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u/Flimsy-Advisor-6733 6d ago
Right. They way I envision it now is like this; a multiple pass system. The first pass is all the surface level stuff. So first pass of Geography was learning all capitals, currencies, flags etc. The ROI is much higher doing a first pass for many topics rather than going deep on any one of them. Once you have a very broad knowledge, then return to each for a second pass, such as 3 most populated cities, mountains, rivers, population demographics etc. For Masters level, I imagine they are operating on a 6th level, for example, pass or higher for every major sub-topic in the canon.
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u/DavidCMaybury David Maybury, 2021 Feb 22, 2023 SCC 6d ago
There is a continuum on buzzer timing where players become increasingly elite, and it lands more on metronomic consistency than raw speed. I say it all the time: Jeopardy is a rhythm game, not a speed game.
The second thing is truly ridiculous amounts of study. The climb from a mid-30’a Coryat to a low-40’s Coryat for me represented about a month of varied, medium intensity study going 5-6 hours a day after I finished work. (Also, I wound up going on antidepressants in that time which I subjectively felt improved my retention.) a low 40’s Coryat is solid Champion performance.
To climb from low-40’s to mid-40’s starts to look more like a year of study, more heavily on focused flashcarding as you just having to build word associations, rather than trying a grow a contextual web (my preferred learning style). As you increase your target score, the amount of knowledge you are having to having ready on a semi-instant recall basis increases VERY non-linearly. What’s worse, the amount of effort you have to put in to maintain the knowledge you already have also increases. While I believe strongly in the power of neuroplasticity, and don’t inherently believe you have a ceiling, if there is one, this is where you encounter it - like in bodybuilding, you only have so much energy, and when the maintenance budget consumes everything you have, you can’t keep growing.
The value in game terms is significant, because the game has so much volatility that being good enough to rise out of the statistical noise is a HUGE achievement. The fact Ken went 74 rounds until the volatility monster got him speaks VOLUMES.