There is an option in the Swiss Manager pairing program which allows you to download into the program the current list of FIDE registered players (for many individual federations also). Once it is done it gives you a count of the number of players. I just did this and it told me 897,324 players had been found.

The FIDE rating website has an advanced search function. I just used this to search for all GMs. It also gave me the count - 1680.

This means that 100 x 1680 / 897,324 = 0.187% of FIDE registered players are GMs.

Are these GMs also intelligent in the same proportion? So, are they in the top 0.2% of the population for intelligence also? Or are there some GMs who, as we say in England, are "as thick as mince"? (Failed to graduate high school might be one indicator) Have there been any World Champions who have been "as thick as mince"? (Bobby Fischer, I'm looking at you!)

Is there any research which has examined IQ and chess playing ability?


The most comprehensive and recent publication I've found related to this question is The relationship between cognitive ability and chess skill: A comprehensive meta-analysis. It's behind a paywall, but you may be able to find copies of the PDF by googling the title. Also here's a less technical overview of the article from ScienceDaily.

The bottom line is that according to a meta-analysis of numerous studies, there is clearly a correlation between chess skill and cognitive ability, but cognitive ability explains only about 6% of the variance in chess skill (12% if you only consider numerical ability only). There must be other factors as well (e.g., training), some of which could be more important than cognitive ability.

An interesting observation was that intelligence plays a bigger role among lower-level players; here's a relevant quote from the ScienceDaily article.

The study found that intelligence was linked to chess skill for the overall sample, but particularly among young chess players and those at lower levels of skill. This may be because the upper-level players represent a winnowed distribution of cognitive ability -- in other words, they all tend to be fairly bright. (By way of comparison, Burgoyne said, consider the world's best basketball players. Although there is essentially no correlation between height and points scored at that level, that doesn't mean height isn't important in basketball.)

I don't have an answer specifically regarding the IQ of GMs or world champions, but this page has an interesting, if unsourced, factoid:

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.

(I later found the same claim in other websites, some of which say that the testing was organized by Der Spiegel in the 1980s.)

If this is true, it would mean Kasparov is perhaps in the top 1% in terms of IQ, which is certainly not bad, but seems almost nothing compared to the percentile he occupies in terms of chess skill (top 0.0001% or whatever, depending on how you define "chess player").


The closest I've come to finding an answer is this research paper - Does chess need intelligence? - A study with young chess players from 2006.

Unfortunately you need a login to see the full paper, but the abstract is provocative:

The present study investigated the chess skill of 57 young chess players using measures of intelligence (WISC 111), practice, and experience. Although practice had the most influence on chess skill, intelligence explained some variance even after the inclusion of practice. When an elite subsample of 23 children was tested, it turned out that intelligence was not a significant factor in chess skill, and that, if anything, it tended to correlate negatively with chess skill. This unexpected result is explained by a negative correlation between intelligence and practice in the elite subsample.

which is a bit of a blow to those of us who think that our chess playing ability is a reflection of our high IQ :-). Perhaps the low numbers mean the results aren't significant?


Some IQ is needed to understand the rules, it is necessary but not sufficient. Chess benefits from specific skills like memory and pattern recognition, but the bar for intelligence is lower than what people may think. Also, voted to close.

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