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Showing posts with label Games History. Show all posts
Showing posts with label Games History. Show all posts

Monday, July 13, 2015

Reliving the Best Individual Event Performances in Games History

Today, with just over a week remaining until the 2015 CrossFit Games kick off, I've decided to look back at some of the most impressive individual event performances in recent Games history.  How to determine the "best" performances?  By using the standard deviation scoring method that I proposed way back when (not that I'm the only one to have proposed it).  Using this method, we compare each athlete's score to the average score in that event, then divide by the standard deviation of scores in the event.  The larger the number, the further above average the athlete was.  This allows us to compare performances across events, and in this case, identify the truly standout efforts.

I'll keep the commentary short here, and instead, point you to videos that you can watch discreetly at work (or in the comfort of your own home, I suppose).  For now, I've limited my analysis to 2012-2014.  I'll try to expand back into the dark ages at some point.  Enjoy:

2013 Legless (women) - Winner: Alessandra Pichelli (4.36 standard deviations above average)
2014 Sprint Sled 1 (men) - Winner: Neal Maddox (3.43 standard deviations above average) - Note: Neal is in the 2nd heat
2014 Cinco 2 (men) - Winner: Rich Froning (3.31 standard deviations above average)
2014 Sprint Carry (men) - Winner: Nate Schrader (3.13 standard deviations above average) - Note: Nate is in the 1st men's heat
2013 Cinco 2 (women) - Winner: Talayna Fortunato (2.89 standard deviations above average)
2012 Rope-Sled (men) - Winner: Matt Chan (2.80 standard deviations above average)

And just for good measure, two of my favorites for the fantastic finishes. Both involve Josh Bridges. I do think the Games will miss him this year.

2014 Push-Pull (probably my vote for the most exciting Games heat of all time)
2011 Killer Kage (note: Bridges actually didn't even win this event, that was Spencer Hendel in a prior heat. But still...)

Monday, November 4, 2013

What to Expect from the 2014 Open

As of the date of this post, we have about 5 months remaining until the 2014 CrossFit Games Open begins, give or take a week or two. Planning to compete this time around? If so, you'll probably be well-served to have some idea of what to expect when March rolls around.

While we can't know for certain what Dave Castro and HQ have in store this year, we have plenty of data from the past three years that can inform us about what the Open is likely to look like. How you go about training for those events is another topic altogether (one I touched on briefly last year in my post "Does Our Training Look Like What We're Training For? Should It?"), but in any event, it's better off not to go in blind. We know CrossFit is all about preparing for the unknown, but here's a hint: if you actually want to do well in the Open, I'd worry more about getting your burpees and snatches in order  and less about those pesky ring handstand push-ups.

In many ways, today's post will be an update to last year's post "What to Expect from the 2013 Open and Beyond." However, I plan to expand on certain topics a bit more and really focus the discussion on the Open. We'll cover the Regionals and Games another day (you can read my most recent post for plenty of discussion of the Games programming). For those just getting into CrossFit after seeing the Games on TV, here's a quick and VERY important note: the Open workouts will not look much like what you saw on TV. But even the athletes who made it that far had to master this stuff first.

OK, with that out of the way, let's get started. The easiest way I see to do this is to answer the questions that any athlete should have as he or she prepares for the Open.


What movements will I need to do?

Good question. While the Games have used a total of 51 different movements in the past, the Open is testing a much smaller skill set. There have only been a total of 14 movements used in the Open in the past three years, and 10 of those have been used every year since the Open started in 2011. Below is a breakdown of the movements that have been used in the Open in the past, and thus the movements you can expect this year. The table shows the percentage of the total point value that each movement was worth each year, along with an estimate of how much they'll be worth this year. The projection for this year takes all three years into account but gives more weight to the more recent years.




Right there at the top, the top five lifts (snatch, burpee, thruster, pull-up and jerk) account for over 50% of the points. Get really good at those movements, make sure you don't suck at toes-to-bar, box jumps, double-unders, wall balls or muscle-ups, and you should do well in the Open.

Now, you'll notice I have a "Subcategory" listed for each lift (I know a wall ball isn't actually KB or DB, but I put it in there because it's a lift that doesn't use a barbell). I find that looking at things based on the subcategory can be useful, because it gives us an idea of the type of movements that will be used. For instance, cleans haven't actually been used that much in the Open the past two years, but I wouldn't recommend skipping them in training - the movement pattern is similar to that of a snatch, which is highly valued. Below is a table similar to the one above, but looking at subcategories instead of specific movements.


Clearly, the focus is on two things: Olympic-style lifts and basic bodyweight gymnastics. This is partly due to equipment restrictions in the Open, but partly due to the fact that HQ seems to really value those two types of movements when making the first cut of athletes. This distribution changes quite a bit when we move into the Regionals and Games, but for now, we're focused on the Open.


How heavy will the lifts be?

I came up with the concept of average relative weights last year as a way to understand this topic a bit better. You can read the full write-up on how I've done this in last year's post "What to Expect from the 2013 Open and Beyond," but here's the concept: depending on the movement, a certain weight may be heavy, medium or light, so I have normalized the weights prescribed on each workout so that we can get a fairer indication of how "heavy" the lift was. After looking at the normalized loads that were prescribed in the past three years, I applied the average relative weight we've seen to the various lifts to show the average expected weights in this year's Open.


Now, while the above graph is useful, there are a couple other factors to consider:

  • These are only averages. The "heaviest" load required in the Open was a 165-lb. clean and jerk (squat clean and jerk technically), which is roughly equivalent to a 130-lb. snatch, a 290-lb. deadlift or a 145-lb. overhead squat. I personally doubt we'll see that type of loading required in the future.
  • HQ has twice programmed workouts where the weight starts light (to allow everyone to participate) but gets progressively heavier. For those looking to make the Regionals, you'll likely need to be able to move weights that are about 75% heavier than the loads shown above (for instance, 165-lb. snatch for men).
  • For some reason, HQ hasn't gone heavy on the movements you'd expect, like deadlift. I'm guessing this could be a way to allow more people to compete who may only have access to a limited amount of weight. So honestly, I'd be a little surprised if we see a 225-lb. deadlift in the competition, although it would seem like a reasonable weight to me.
The chart below illustrates the distribution of weights that have been required in the past (so, ignoring the 135-, 165- and 210-lb. snatches that could be performed in 12.2 and 13.1). Above each bar on the chart, I've given some examples of the type of movement/loading combinations that would fall into that range (sorry for the crappy resolution on this one, Excel for Mac is pretty awful about text boxes on charts).



What types of WODs will be programmed? Will there be any fun chippers like "Filthy Fifty?"

To answer the second question first, no, there probably will not be any fun chippers. HQ has made it clear that they believe couplets and triplets are the bread-and-butter, so get any thoughts of a "Filthy Fifty" out of your head now. Also, they probably won't program "Murph" (at least, I certainly hope not).

In the past three years, we've seen 16 workouts:
  • All have included either one, two or three movements
  • All were metcons (no max-effort lifts)
  • All were between 4 and 20 minutes
The chart below shows the duration, number of movements and load-based emphasis on lifting (LBEL) for each workout in the past three years*. The LBEL is a metric that tells us not only how heavy the loads were, but what percentage of the workout was based on lifting. So if the workout had 135-lb. cleans and burpees, the average relative weight is 1.00 but the LBEL is 1.00x50% = 0.50.





You'll notice that as the workouts get longer, the weights tend to decrease and the number of movements tends to increase. This is in line with what we typically see in CrossFit programming. Programming 7 minutes of burpees (Open 12.1) is torturous, but not unreasonable; programming 20 minutes of burpees is stupid (and dangerous, quite frankly).


OK, well, you did all this research, why can't you just tell us what the workouts will be?

Because I'm not Dave Castro, and ultimately, what happened in the past doesn't necessarily impact what will be coming in the future. There's nothing stopping HQ from saying "screw it, we're going to start requiring weighted pistols in the Open."

That being said, the Open has tended to be pretty predictable. After I published last year's version of this post, in which I emphasized how much value was placed on burpees and snatches, guess what showed up in the first workout last year? 17 minutes of burpees and snatches. My guess is that HQ's not really trying to trick us in the Open. They save that stuff for the Games.

So do with this information what you will. I'm not telling you how to train, I'm just telling you what you should be training for.


On a personal note, this may be my last post for a couple months, potentially until the Open starts. My wife and I are expecting our first child in the next few weeks, so I'm not exactly sure where blogging about CrossFit will fit into the schedule in those first couple months. We shall see. In any event, good luck with your training!


*Note that for this chart, I considered Open 11.1 a single-modality despite technically being a clean and jerk. Also, in calculating the LBEL for the snatch workouts with varying weights, I took the average weight lifted for someone who reached regionals. This reflects the fact that, while only 75 lbs. is required, for a regional-level athlete, they'll be moving somewhere around 130 lbs. on average throughout the workout.

Friday, September 27, 2013

History Lesson: An Objective, Analytical Look at the Evolution of the CrossFit Games

I can't say that I've been following the CrossFit Games from the very beginning. Living in the Midwest, there were hardly any affiliates in this part of the country when the inaugural Games took place in summer 2007. But I have been on board for quite a while: after starting CrossFit in fall of 2008, I watched about every video highlight available for the 2008 Games and followed the 2009 Games "live" through the updates on the Games website.

I've also competed in the qualifying stages of the Games each year since 2010. As anyone who has competed for that long can tell you, the Games have come quite a ways. The stakes have been raised, athletes have become more committed to the sport and the level of competition has improved dramatically. The growth of the sport has been well-documented, but it hasn't necessarily been quantified in a way that makes it easy to see the evolution of the sport and the potential progression in the future. I've spent the last few weeks gathering data in hopes of looking at the history of the CrossFit Games from an objective, analytical perspective.

For starters, let's take a look at the growth of the CrossFit Games.


Clearly, your shot at making the CrossFit Games has gotten worse as each year passes. But you will probably notice a pattern: in the past three years, the Games and the qualifying process has become much more standardized. The sport is still growing, but HQ seems to have found a format they like (three-stage qualifying, with the finals comprised of 12-15 events at the multi-purpose Stub Hub Center).

One thing people seem to notice about the Games is that the athletes seem to be getting stronger every year. One way to quantify this is to look at the results for all of the max-effort lifting events in the past 7 years. For each event, I have converted the average weight lifted to a relative load based on typical relativities between the movements. For instance, a 135-lb. clean, a 100-lb. thruster and a 240-lb. deadlift are each a 1.00. These relativities are based on data I've collected from athletes I know, as well as a few Games athletes. (I'm always looking for more data to improve these estimates, so feel free to shoot me an email with your maxes if you'd like to help out - I'll never reveal any individual's lifts).

Let's take a look at the average relative loads over time* (at the Games finals only).


Each event was slightly different (for instance, the 2010 lift was a max shoulder-to-overhead within 90 seconds of completing the Pyramid Helen workout), but it's clear that the progression is headed upwards. Certainly we'd expect that to flatten out over time, but it may be a few years before that happens.

However, does this mean the Games favor bigger athletes more now than in the past? That's a tricky question, but the short answer is, "not exactly." For starters, I looked at the average weight of the top 5 male athletes each year, and the heaviest year to date has been 2009 (201.0, and all were over 200 except Mikko). The past two years, the average has been around 199, but in 2010 and 2011 it was near 180. And we've never seen a champion that was among the biggest athletes in the field.

But let's also look at the programming. The chart below shows the historical experience for two metrics: load-based emphasis on lifting (LBEL) and metcons-only average load (both for men's competition only - the women's loading is generally scaled down 30-40%). If you're not familiar with these metrics, I recommend reading my post from last fall titled "What to Expect From the 2013 Open and Beyond" for more detail. But essentially, the LBEL tells us how much emphasis was placed on heavy lifting throughout the competition and the metcons-only average load tells us how heavy the required lifts were during the metcon events. LBEL is generally lower because it takes into account bodyweight movements (relative weight of 0.0), whereas the metcons-only average load focuses only on the lifting portion. LBEL also includes max-effort lifts.


Although there is a decent amount of fluctuation each year, the rolling 3-year averages help to understand the trends. I think this sheds some light on the discrepancy between what seems to be happening (Games are getting "heavier") and what is really happening (overall emphasis on heavy lifting is relatively flat). There is no doubt that the loads that are required of athletes during the metcon events are getting heavier (hello, Cinco 1?). However, two factors are offsetting that to keep the LBEL flat or even declining slightly: max-effort events make up a smaller portion of the total score and bodyweight movements are being emphasized more frequently.

To address the first of those two issues, simply look at the number of max-effort lifts each year. We've had one each year except 2008 (0) and 2009 (2), but the number of total events continues to rise. Thus, a killer 1RM may win you an event these days, but that's less than 10% of the total score, whereas it was a whopping 33% of the competition in 2007!

The second issue is best shown graphically. The chart below shows the percent of the points that were based on bodyweight movements vs. lifting in each year of competition.


You can see the emphasis actually shifted to 50% lifting or more from 2008-2010, but it's been more focused on bodyweight movements ever since. Now, one thing to keep in mind is that the regional stage of competition has been much more focused on lifting than the Games, so it is likely true that we are seeing bigger athletes qualify for the Games. Still, the bigger athletes are not necessarily at an advantage at the Games.

For me, as I worked my way through this analysis, I often found it helpful to view the history of the Games in three time periods: the initial years (2007-2008), the early qualifying years (2009-2010), and the Open era (2011-2013). In particular, I think grouping things into those time frames is helpful as we look at the final two other aspects of the programming: time domains and types of movement.

As far as time domains go, the Games have generally had an average time for most events of 12-15 minutes, and I doubt that will change in the near future. That being said, the distribution has varied quite a bit, from the 2008 Games where almost everything under 5:00 for the winner to the 2012 Games where we had a 2-hour triathlon. The chart below shows the distribution of time domains in the three time periods mentioned above.


What we're seeing is that HQ is now looking to hit the extreme ends of the spectrum more than in the past. Instead of hammering that medium range, it seems they would rather go super-long occasionally, go short-to-medium a lot and occasionally touch on the fairly long metcons. This is interesting because the typical CrossFit program probably focuses heavily in the 15:00-25:00 metcons, but these are rare at the Games these days (in the 2007 Games, they were common). Also, while we're seeing fewer max-effort lifting events (as a percentage), we're seeing more non-metcon bodyweight events, such as max-effort sprints and jumps, so the sub-1:00 category is relatively stable.

The one aspect that we haven't yet touched on is the type of movements that are being programmed. The first way I like to look at this is to group movements into seven major categories: Olympic-style barbell lifts, Powerlifting-style barbell lifts, basic gymnastics, high-skill gymnastics, pure conditioning, KB/DB lifts and uncommon CrossFit movements. A full listing of what falls into each category can be found at the bottom of this post. Let's see how these movements were distributed in the three time periods described above.


What stands out to me is the shift away from Powerlifting-style barbell lifts, and to a lesser extent, basic gymnastics. What has filled the void for the decline in those categories has been more high-skill gymnastics and uncommon CrossFit movements. I actually anticipated that the data would show that Olympic lifting is emphasized more now than in the past, but that's not really true. At the Games these days, you don't see as many classic Crossfit.com-style metcons. Instead, you see a lot of challenging gymnastics moves (handstand walks, muscle-ups) and some things like swimming, biking and sled pulls/pushes that aren't typically programmed much in CrossFit training. I think we started to see this shift in 2009 with the "Unknown and Unknowable" mantra, and it has continued in the Open era.

Also, we still see pure conditioning movements like running and rowing quite a bit at the Games, but they don't often take up as much of the scoring as in the early days. Even this year with 2 exclusively rowing events and another event featuring rowing, that still only made up less than 20% of the total points; in 2007 and 2008 combined, running made up 28% of the scoring (2 of 7 events).

In addition to looking at these broad categories, let's take a look at which individual movements have historically been the most common, and which are the most common in this era. Below is a chart showing the top 10 movements** across all 7 years of competition (Games only) and the top 10 movements in the past 3 years (Games only). Note that in calculating the utilization across different years, I looked at how much each event counted towards the total scoring in that year. So the one running event in 2007 was 33%, which would be equal to 4 events in the 2013 Games.


Note that running is still a very key components of the Games (and rightfully so), which makes it all the more disappointing that running is hardly used at all at the Regional or Open level. What we see in recent years, though, is that if you want to win the CrossFit Games, you must have a big clean and snatch, be able to crush muscle-ups and climb a rope with ease. Being able to deadlift 600 pounds or hit 35 rounds of Cindy may not do you as much good as it used to, at least not once you reach the CrossFit Games. Interesting, too, that swimming and biking are among the top 10 movements in the past three years - yet to reach the Games, you likely don't need to be able to do either of them.

So where are we headed? It's hard to tell. For one, the Games are programmed by a small group of people; the events that are programmed are not naturally occurring phenomena, so trying to make bold predictions based on the current direction of trends doesn't work quite as well as we'd like. For all I know, Dave Castro could read this and decide to move things in the exact opposite direction.

We do know the Games are getting bigger, the athletes are getting better and the challenges likely won't get any easier. We do know if you want to win the Games, you need to be able to lift heavy weights, move quickly and maintain intensity over a long period of time. Beyond that, it's a bit unknown, and to some extent, unknowable.


Note: Some of these charts have been updated on September 28, two days after this article was posted originally. The changes were not major, and the biggest changes were to the list of top 10 movements all-time.

* - In 2007, I limited my averages to the top 20 men and top 10 women, because things fell off really quickly after that. Remember, there was no qualifying stage and only 39 people did all 3 events without scaling. In 2008, I limited my averages to those that did not scale any events.
** - The 2010 "Sandbag Move" event was grouped as a sandbag run (i.e., the same as the 2009 "Sandbag Run") in this analysis.

Movements Subcategories (note that some of these, like bench press, have never occurred in a CFHQ competition, but I have encountered them in other analyses I've done):