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Chess Rating ELO and IQ Score Correlation E-mail
Written by Yury Markushin   
Saturday, 30 June 2012 18:42

chess ELO and IQMany people are curious if there is a correlation between one’s chess rating and IQ score. I did some information research, compiled facts and data and decided that it should be a good time to write an article about IQ score and ELO rating correlation.

If there is a correlation between IQ and ELO it would be also interesting to know how strong it is. Is it true that only people with high IQs can be strong chess players? Do all strong chess players have high IQs? We will try to answer those and other questions throughout this article.

First of all we need to figure out what is IQ. It is an abbreviation for intelligence quotient, which is a numerical score derived from one or more standardized tests. Most average humans have an IQ score of 100, while 95% of population has IQ between 70 and 130. But what do these tests actually measure, or at least attempt to measure? That something is called intelligence. Strangely enough there isn't any good formal definition for this word. Many understand what it means but only few can define it.

According to Wikipedia, intelligence includes the abilities, but not limited to:

1. abstract thinking

2. understanding

3. self-awareness

4. communication

5. reasoning

6. learning

7. having emotional knowledge

8. retaining

9. planning

10. problem solving

Again, this is not a full list, but just a few classical intelligence model characteristics. Which of this 10 abilities are needed to be successful in the game of chess?

Abstract thinking is definitely something needed for playing chess, the chess pieces can be visualized in terms of their relative pawn value and arrows to represent ability to move.

Understanding is defined as knowing about the object and be able to deal with it. That's also definitely needed in the game of chess. For example, all chess players know that a chess knight (an object) can move L-shaped and jump the pieces (behavior), the only way to stop threatened with a knight piece is to capture the knight (dealing with problem).

Self awareness is the ability to differentiate yourself and others: "I think, therefore I exist, as a thing that thinks." It's not directly correlated to the thinking process in chess, but it's common to all humans and even some animals like apes and elephants. I'm not sure what the elephant's IQ scores or ELO ratings could be, but they definitely possess some intelligence, according to this list.

Communication is technically not needed to be good at chess. However, it's very hard or nearly impossible to become a good chess player without communicating with others who play chess. Since reading a chess book, acquiring knowledge from the chess database or studying an endgame on TheChessWorld.com is a form of visual communication, it is absolutely essential for success at chess. Let me take it back, communication ability is essential to be a strong chess player.

Reasoning is the capacity of humans to make sense of things, establish and verify facts. That's is definitely one of the very important abilities for chess players since they use it for many different things while over the chess board. Chess position analyses is one of the examples when reasoning plays a crucial role at chess.

Learning is acquiring new or modifying existing knowledge or skill. In chess it's actually both. Learning to play openings is acquiring a new knowledge. Sharpening tactics by the means of solving chess problems is modifying existing skill. Ability to learn is absolutely essential for a chess player.

Having emotional knowledge also plays some role in chess. For example, if a person hates losing at chess he we use that negative stimulus and prior emotional knowledge to avoid it in future. He can either learn and play better chess or stop playing chess to avoid loses.

Retaining is absolutely important for chess. Good memory can give a chess player a huge advantage against another player. Ability to memorize chess games, position, classical endgames and openings is essential for playing high level chess.

Planning is a key of any chess game. Chess is all about planning and strategy. In order to outplay your opponent you need to come up with a plan which is suitable for specific position and also execute it well. Wikipedia defines strategy as plan aimed for gaining (or being prepared to gain) a position of advantage over adversaries or best exploiting emerging possibilities. That's perfectly applicable to chess, since we want to take advantage of all the available resources on the chess board to actually win the game.

Problem solving is something that a chess player does literally during each move while playing chess. He has to make many decisions throughout the game and figure out ways to defend and attack, develop pieces and manage time. Tactics is also 100% problem solving.

As we can see from the list above 9 out of 10 intelligence characteristics are also very important for the game chess. From that we can make a conclusion that in order to be a strong chess player, one needs to possess a higher than average level of intelligence. But does that mean that a good chess player must have a high IQ score? That all depends on how accurately and reliably can IQ test measure one's intellectual abilities. Many scientists debate whether or not  an IQ test is actually an accurate enough measure of intelligence since it estimates IQ based on many false assumptions. Some scientists dispute the idea of IQ entirely since they believe that it is impossible to evaluate one's intelligence based solely on standardized tests.

As of my opinion, I believe that IQ test is not an accurate measure of intelligence, it's only a measure of how well a person can take  specific test (a skill which can be learned). Therefore, making a statement that a person with high IQ will necessarily be a strong chess player or a person with high ELO will have high IQ score is not correct.

Here is the IQ Chart from Levitt's Genius in Chess:

IQ 185  High natural neuro-kinesthetic control; high curiosity drive; anti trivia; in a hurry

IQ 180  New creation

IQ 175  Knows intelligent (and right!)

IQ 165  Formalization; beginnings of self confidence; less hiding

IQ 160  Interest in logic; paranoia; minor creation; recognizes good work; art; music

IQ 150  Trivial formalization

IQ 145  Below this level and often above is everywhere found a slavery to conditioning

Levitt states that the population of IQ distribution is as follows (100 being an average IQ):

16% above 115
2.3% above 130
0.13% above 145
0.003% above 160

Levitt comes up with a equation which relates ELO and IQ score:

ELO ~ (10 x IQ) + 1000

The "~" symbol means "given many years of effort will tend to be equal approximately".

If we plug in 100 IQ (average IQ score) into equation we will get 2000 ELO, meaning that an average person should be rated 2000. However, some chess players (actually most chess players) play their whole life and never reach even 1700, making 2000 mark fall into top 4-5% of all chess players on planet. So, maybe this '1000' term in the equation needs to be decreased somewhat.

Here is an (estimated) list of IQ scores of famous chess players:

Garry Kasparov Chess player Russia 190
Bobby Fischer Chess player USA 187
Donald Byrne Chess Player Ireland 170
Judith Polgar Chess player Hungary 170
Robert Byrne Chess Player Ireland 170

International team of psychologists have attempted to measure IQ score of Garry Kasparov and after many tedious tests has concluded Kasparov's IQ to be 135, making him fall into 'moderately gifted' category. According to the Levitt's equation Kasparov's ELO should be 2350 and not 2850 as it is in reality.


1. There is a direct correlation between the intelligence level and chess ability

2. IQ tests are not an accurate measure of intelligence level and therefore cannot be accurately compared to ELO

3. Levitt's formula, correlating IQ to ELO, is not accurate and the '1000' coefficient should be somewhat decreased.

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Last Updated on Saturday, 30 June 2012 18:53


0 #23 Marcel Kincaid 2017-01-01 10:28
Regardless of any correlation of chess with IQ, the IQ of the author is rather low.


1. There is a direct correlation between the intelligence level and chess ability"

Somehow you omitted the argument for this claim.
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+1 #22 D.Master20ify 2015-05-26 20:04
Yury, thanks for me letting me know that as long as a person has the desire/motivation/resources/ability, they can make it. That's needed motivation if I am going to be a Chess Grand Master and World Champion. I just want to be World Champion for even one year.
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+3 #21 Yury 2015-05-26 09:22
Quoting D.Master20ify:
I completely agree with Chesslet. If you study Chess when you are six it will have more impact on your brain development than if you study it at age 25. because at age 6 your brain is still in the developmental stage.

Studies do show that stimulating the brain causes the development of more neurons or something of such in the brain. If you don't stimulate the brain for example: a baby that was kept in the baby pen until it was 10, that baby would be unstimulated and stupid.

That is true. However there are also examples when people start playing chess later in life and achieve notable results, such as GM titles by the time they are 40. If you have desire/motivation/resources/ability there is nothing that can stop you :-)
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+2 #20 D.Master20ify 2015-05-25 02:31
I completely agree with Chesslet. If you study Chess when you are six it will have more impact on your brain development than if you study it at age 25. because at age 6 your brain is still in the developmental stage.

Studies do show that stimulating the brain causes the development of more neurons or something of such in the brain. If you don't stimulate the brain for example: a baby that was kept in the baby pen until it was 10, that baby would be unstimulated and stupid.
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0 #19 D.Master20ify 2015-05-25 02:26
That number 16 person bananabender obviously has no respect for Chess. But I know that Chess is a game that requires intelligence even if it is not at the Rocket Science level.

Yes, memorization of previous positions plays a great role in Chess; but everyone Chess player knows that calculating concrete variations is a necessity of Chess. Case in point: as you get older your Chess ability decreases, because of your lack of ability to calculate as when you were young. Anataly Karpov is now loosing to persons now that couldn't dream of beating him in his youth.

Concrete Calculations is something that I am actually working on right now. I noticed that my online ratings was budging the 1800 section, even though I have 4 years experience and I play Chess almost 24/7, seen many tactical positions, solve losts of tactics puzzle, know lots of positional ideas and strategy. My brain is full of Chess games! Yet I am not reaching 2000 and having a problem beating those players because of my calculations ability. You see, no matter how much Chess memory you have stored, the position infront of you can be a tincy bit different from your memory bank and have drastic differences. So you have to calculate and calculate tonnes of lines. To be a good Chess calculater you must consider like 10 candidate moves from the original position and as you look deeper you must find the neccessary candidate moves in each depth. If you don't do this you risk missing something important because you only looked at two candidate moves in original position. I have had many experiences where I only checked one candidate move and analyzed it 11 moves deep. Which makes absolutely no sense because you can't pick the best candidate move from just one choice.

So Chess is a game that requires actual analysis. Let me however critisize some of these so called highly gifted intelligence people. There brain is not better than mine. They simply do a certain form of complicated thing better than me. If there brain are so good why can't they play Chess. Daniel Tammett/ timmen cannot play Chess but can memorize the arrangement of the peices. Next thing IQ measures problem solving. Fighting physically and self defence are problem solving and some of the most neccessary things to SURVIVE. And I am sure that those 190 up rated people can't fight, can't even through a proper punch cause that requires special knowledge set. And it's even funnier. A man with an high IQ I saw on youtube.com can't place a SIM card in his phone. Isn't that simple problem solving. So there brain not better than mine. There brain is just solely being used to do some very complicated thing and doesn't have much more space to do other things.
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-1 #18 Chessguy 2014-12-04 06:59
I'm a fairly strong chess player [elo around 2000 which puts me in the 4th percentile of players but I only know the results of a spatial intelligence test I did during my studies in electronics [tied with another guy who I felt was far superior to me intellectually - we scored 135]
I have friends who play chess well & consider them all to be very intelligent, although there are people in the chess community who at best have a tenuous grip on reality...& such individuals may have crossed paths with #16 to help promote his ideas about chess players in general being nothing special.
Those who appear genuinely intelligent to #16 have spent enormous amounts of time honing whatever skill/abilty they might have.
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+2 #17 Chessguy 2014-12-04 06:58
I'm sure that my math IQ would be much higher if I spent time playing around with numbers so that hidden numerical relationships were second nature to me...
Same goes for any mental ability...assuming you are not disabled you can raise your IQ score by practice/study of related material.
People who score > 120 but show no ability at chess in spite of prolonged effort have a problem with something like creativity at the board under time pressure or perhaps don't have the competitive drive or 'will to win'.
If Kasparov is only 135 there's either a flaw in the test or he has spent too little time on areas outside chess!
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+7 #16 bananabender 2014-10-13 03:53
Chess players spend a great deal of time and effort trying to convince themselves and others how intelligent they are.

Unfortunately for chess players there are 120 years of high quality academic studies which show that the ability to play chess has little or no relationship to intelligence. Way back in 1893 Alfred Binet (who developed the first IQ tests) showed that most Grand Masters only have average intelligence. Since then numerous studies have shown that chess ability is mostly due to diligent practice.

Studies have also shown that chess ability does not transfer skills to any other domain such mathematics or non-chess memory tasks.

There is even some evidence to suggest that a very high IQ actually reduces the chess laying ability of children (presumably they get bored).

Computer have zero intelligence yet they can effortlessly beat any human player.
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+1 #15 kasparopoulos 2014-06-23 15:16
Where is Tahl? :P
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+10 #14 Jerry 2014-03-15 19:52
A player with a very high rating will probably have a high IQ. A player with a low rating doesn't always have a low IQ.
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