I never had a passion for mathematics and numbers. I was actually pretty average, not to say bad in school. But it turned out over time that I loved to use them when it was in daily life math problems to solve. So when I got into my IronMan journey and started to read a lot about training and racing, I was amazed to see how much data can be produced nowadays from GPS watches and bike computers. Even the swim now has tools that rely on data. I understood almost immediately that it was the key to improve faster than the vast majority of athletes. Most of them don't give a shit about it, or simply rely on their coach to "analyse" them.
Truth is that when you pay a coach let's say 50 to 150 euros a month, you can't expect them to spend just 30 minutes a day working on your output data. Meaning no adjustment to your training. You get your weekly schedule and deal with it. Maybe I'm completely wrong about it, but hearing a lot from other age group triathletes I know who have a coach, it's exactly how it goes. I was kind of in that situation for the first two or three months into my training, just duplicating and adjusting Cody Beals training to my fitness level as discussed in My #SUB10 journey chapter. But I was learning every day a little bit more how to read and interpret these numbers, and more importantly on how to turn them to my advantage. Early 2019, I was feeling ready to make the move and create my own training blocks, leading eventually to a #SUB3 marathon and a #SUB10 IronMan 140.6.
This chapter could turn easily into a book itself, and that's not the goal. I will try to give insights on the most important numbers to me throughout the season, but if you want to learn and really improve I would strongly suggest the Training 2.0 : Data Driven Performance Training book from coach Jim Vance.
Power. Power. Power. And a last time in case you didn't get it right : power. I can't be more clear. As bestselling author Robin Sharma once said : « What gets measured get improved. » You can't expect to make any consistent progress, if you don't have a reference point to rely on. When it comes to bike and run, there are 3 options out there : pace, heart rate and power. To make it short, pace is an output metric depending on the conditions : is the course flat or hilly, is the course on a road or on dirt, is there wind or not, etc. ? So if you basically don't do the same course over and over, you can't have a reference point to check if you're improving or not. Heart rate on the other side is an input metric, answering the body demand. Problem is that it doesn't rely directly on the effort as its always lagging behind for at least a dozen of seconds, and is strongly impacted by fatigue and the temperature. Power doesn't care about hilly terrain, rain, wind, heatwave, freshness. Power will always give you your exact output watts effort. Fact.
— Robin Sharma
I started to use power as my main data through power meters for the bike and the run at the very beginning of my IronMan journey, and there is no doubt I would not have made so much improvements in such a short period of time without them. I'm pretty much aware that even though prices have dropped off significantly the past few years, it still an investment. But if you've made it to that line, there is a good chance you want to make progress. That's why I'm always amazed by triathletes being around for years and chasing time with just heart rate and pace as a reference. It's like using horses when you could get a car.
As for me I'm using :
In both cases, you need to perform an FTP — functional threshold Power, the maximum power you can sustain for an hour — test to have accurate zones. I was trying to update the numbers at the beginning of every new training block. FTP tests are slightly different as run is more demanding than bike; you can find the process of each easily on the net. For the bike I found an innovative alternative through Xert, that I would define as a pretty nerdy cyclist thing. Among other things, it can actually calculate your FTP automatically based on your previous bike rides. As IronMan training is more about endurance, it doesn't really give the opportunity to breakthrough every day, so I was doing a Zwift race from time to time to update the FTP that way.
Please note that you just can't translate your bike FTP to your run FTP : it's just two different things. The only common point is the limitation of the human body :
These two are interconnected, and for the record you can accurately estimate your VO2 max knowing your FTP with this simple formula(fn) :
FTP = 0.072*VO2 max
As for the record and to be more exhaustive, swim now starts to offer power as a way of training through the SmartPaddle product, but the actual price makes it something very exclusive. That's a shame, because I'm 100% sure I would have been a way better swimmer if I used power in the water.
When starting to prepare my IronMan journey, I quickly heard about TrainingPeaks a website and app allowing you to track all your workouts and fitness form in-depth. Registering and opening it for the first time, I was truly like a kid entering a candy shop. It was awesome : data, data everywhere. I'm sometimes wondering if the founder was not a hardcore fan of the American statistician William Edwards Demming and his famous phrase : « In God we trust. All others bring data. » It took me quite some time to truly understand how the whole thing was done and how the data fields were linked together. TrainingPeaks has been the baseline of my training, as you will notice throughout the next chapters. I will give the data fields and numbers i was looking at the most below, along with some tips.
The PMC — Performance Management Chart — is the core tool of TrainingPeaks. It displays your overall fitness picture over a chosen period of time in a very accurate way, helping to build sustainable training blocks over a long period of time. Maybe more valuable, it allows to schedule a flawless tapering ahead of your race. The PMC is built using your TSS.
The TSS — Training Stress Score — is the basis of the data of calculations for TrainingPeaks training. Understanding how it works is absolutely mandatory to getting through proper training blocks and avoiding injuries. Working with swimming, cycling, and running, it provides the ability to quantify any workout based on intensity and duration. To make it short and simple, a 60 minutes all-out effort equals 100 TSS. It's an equal value between every athlete, whatever their level, because it's calculated according to the individual threshold of each discipline. Whenever I was building my training block, I was not aiming for duration or mileage, but for weekly TSS.
Okay, here comes the hotstepper. The CTL — Chronic Training Load — is basically your current fitness form. It accounts for your past 6 weeks of TSS workouts, the more recent ones weighting obviously more than the older ones. This number doesn't reflect the outcome result of any race, some people with a 90 CTL can be a lot faster than some people with 130 CTL. However, and in general, the more the CTL, the more you're building power, strength and speed in the long term.
The ATL — Acute Training Load — is one of the data I was looking for the most. It's basically the fatigue you've built up over the last 7 days of training. Before using TrainingPeaks, I was already a runner and had to go through a various range of injuries due to overtraining. Once I understood correctly how to work with this data, I never had to deal with any serious injuries related to training, and preventing me from training.
This can turn highly individual, but here the zones I was looking for :
That being said, ATL can only work correctly while you're in a constant training effort during the season. Your form can be 50 if you had a 2 week break, but it doesn't mean your body is ready to cope with a straight 25 kilometre run. Same thing if you just ran a marathon at 100% and your ATL is at 0; it doesn't mean that your legs are ready to go for another 150 kilometres on the bike. But if you're in a middle of a training block, with well-rounded daily TSS, then ATL is a fantastic tool.
This is the first data of a long list you will find directly in the workout dedicated tab. The IF — Intensity Factor — is the key to fitness. This data is the reason I made progress over the charts compared to the vast majority of my fellow athletes. Most of them are just cycling for cycling, or running for running. As long as the volume intended is done, they feel gucci. I can confidently say they are wrong. Training effectively and efficiently is not about how much or how far you train. It's about how hard you go, and if for the run some rules must be observed, there is no reason for not going frequently ham on the bike.
When it comes to racing, if your FTPs are set well either for bike and run, here are the IF zones to aim for in most of the age group athletes out there :
Obviously, the faster you go, the higher your IF can be on a race as you make it shorter. That's why a professional triathlete can sustain a 0.78 to 0.82 IF on an IronMan 140.6 for a bike leg of around 4:15:00 !
In theory, any watt is equal to another watt. The reality is a bit more complex as the speed linked to your power output relies as well on your weight. Let's say two athletes are pushing a steady 250 watts on the pedals, one with an 80 kg weight, the other one with an 85 kg weight. If the bike course is flat, their speed should be relatively close. But if we go on an ascending one, there is absolutely no doubt the 80kg athlete will ride much faster than the one weighing 85 kg. That's why the W/KG is an important data to look at especially throughout a whole season where your weight can vary by a wide margin.
What your W/KG ratio should be for a successful #SUB10 ? Well, it's difficult to say for the bike leg because it depends a lot on your bike course, but i'd say that for a flat race 2.8 W/KG and 3.0 W/KG on a hilly course should get you close to a #SUB5. As a point of comparison, a professional triathlete can nail the bike leg of an IronMan 140.6 with an average of 3.8 W/KG to 4.0 W/KG... Loco !
For the run it's more easier as the course is always more or less flat, so expect to hit a #SUB3 with 4.0 W/KG while 3.7 W/KG should carry you through a SUB3H301Considering you're using Stryd as your power meter for running.. (fn)
When I was talking about the importance of power in my training earlier in the chapter, I was not joking ! Of all the power data available, this one is one of the most important to me when it comes to any training workout number. The NP — Normalized Power — is a metric created by TrainingPeaks; by their definition it's an estimate of the power that you could have maintained for the same physiological “cost” if your power had been perfectly constant, such as on an ergometer, instead of variable power output. In other words, if you do a harsh 10 x 2 minute VO2 intervals session of 60 minutes, the fatigue generated could be equal to an endurance ride of maybe 90 minutes. Despite this, the average power of both ride could be almost equal, and thus not reflecting the perceived effort. NP has been created to depict this reality, and is the data power you should account while going through your various training block workouts. Even more knowing that it's the NP that is used to calculate your TSS workout, instead of your average power.
— William Edwards Demming
The more my triathlon season went on, the more I learnt to appreciate this data field. PW:HR — (normalized) power to heart rate ratio — also known as Aerobic Decoupling is a tremendous indicator of your current fitness form. As discussed earlier, your heart rate can be a flawed indicator depending on many factors, but combined with power it can actually turn on in a wonderful rate of fatigue machine. Basically PW:HR is reflecting how heart rate is reacting to our input which is power. The reference point of this data is considered to be 5%, and works best around sub-threshold effort. So how should you read it ? Let's say you do an IF 0.9 effort workout and end up with a 9% PW:HR, a number being way upward of the 5%. It means that your body is either not ready to handle that type of effort, or that your body is on overload mode due to your past days training load. On the opposite, if you do an endurance ride of 120 minutes and end up with a PW:HR of -7%, it means that either your FTP may have significantly increased or that you have a strong current form.
Like for the PW:HR, heart rate can be very useful when it comes to measuring your improvement of efficiency over time. That is called the EF — Efficiency Factor — on TrainingPeaks and is calculated by taking the normalized power and dividing it by average heart rate. The result being you watts pear beat. Over time, that value should increase drastically to match your fitness improvements, either by two ways :
1. Your heart rate needed to maintain a given normalized power effort goes down
2. Your normalized power goes up for a given heart rate
Over a year I managed to grab 40% more efficiency on my run on a half marathon distance. It's when you read that kind of number that you realize how much progress was made !
This is not a data I was particularly looking for during training, but it can be useful for races. The VI — Variability Index — is calculated by dividing normalized power by average power, and aim to show how smooth or erratic was your power output during your ride. Both IronMan 70.3 and IronMan 140.6 are a non-drafting solo effort; pacing your effort relies solely on you knowing that it has to be the most steady and moderate possible. This is for a good reason : the more you're creating power spikes, the more you're increasing the burn rate of glycogen, creating fatigue faster. It is recommended to stay at maximum of 1.05, even though the lower the better. Obviously, it will rely as well on the elevation of the course. It was way more difficult for me to keep that indicator at 1.05 on the 1,500 metre elevation bike course of IronMan Switzerland rather than on the 110 metre elevation bike course of Challenge Almere-Amsterdam. I also found out over time that it works well with the run combined with Stryd, maybe even better than for the bike.
Whether if it's a ride or a run, the very first thing I do when the workout is uploaded on TrainingPeaks is to check the peak numbers part. Either by speed, heart rate, power, lap; it's a super mega cool easy nerdy way to get in no time the numbers that matter to you sorted by minutes. I will go through the most important ones, especially for the bike, in the dedicated chapter; for now just keep in mind that it's a must-do if you care about what's going on.
I will make it straightforward on this part because it could easily require a chapter in itself. The dashboard is a nice way to have an overall picture of your training data over the course of a selected period of time. The page itself is working through a widget system that you can move around and configure in detail. I actually used some of them as listed below :
As you can see TrainingPeaks can be an invaluable treasure on your path to success if you take the time to use it the right way. Some other websites and apps may exist, including the hyped-up fitness features of Strava, but in my humble opinion it's miles and miles behind !