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What your Concept2 logbook data actually tells you about your fitness

CTL, ATL, and training stress balance explained for rowers — using the data you already have.

Pedro Alcocer
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Your Concept2 logbook is a detailed record of every meter you have ever pulled. Most rowers treat it as a leaderboard archive, a place to find a PR or compare times with a training partner. That's a waste. The logbook contains enough data to tell you whether you're getting fitter, whether you're about to break down, and whether the way you're training is actually working. You just have to know what to look at.

The number behind the number

Every row in your logbook has two pieces of information that matter for fitness tracking: the distance you rowed and the average split you held. From those two numbers you can calculate training stress — a single value that represents how hard a session was relative to your current fitness level.

The concept comes from cycling, where it's called Training Stress Score (TSS). The math is straightforward: a session earns more stress points when it's longer, harder, or both. A 20-minute piece at a 1:55 split costs more stress than a 40-minute easy paddle at a 2:20 split, because intensity has a nonlinear relationship with effort. Doubling the pace costs more than twice the physiological work.

You don't need to calculate this by hand. Every Concept2 session already contains the raw ingredients. The logbook records duration, distance, and average split, which is all you need.

Chronic load, acute load, and the number that predicts injury

Once you can calculate training stress per session, you can track two rolling averages:

CTL (Chronic Training Load) is the weighted average of your daily training stress over the past 42 days. It's the best single-number proxy for fitness. When CTL is rising, you're getting fitter. When it plateaus or drops, you're in a recovery block or backing off volume. Most serious rowers want CTL to trend upward in the months before a race.

ATL (Acute Training Load) is the weighted average over the past 7 days. It's the best proxy for fatigue. A hard training week pushes ATL up sharply. ATL responds faster than CTL. Think of it as your body's short-term account, not the long-term investment.

TSB (Training Stress Balance) is simply CTL minus ATL. It tells you whether you're fresh or fatigued right now.

Here's what a typical 7-day training block looks like when you track these numbers:

DaySessionATLCTLTSB
MonRest8274−8
Tue60 min steady state8975−14
Wed20 min hard intervals9876−22
Thu45 min easy paddle9577−18
FriRest8877−11
Sat75 min long steady state9678−18
SunRest8979−10
8-week training block: CTL (fitness), ATL (fatigue), and TSB (freshness)

The negative TSB all week is normal during a training block; you're accumulating productive fatigue. The goal is to enter a race with TSB climbing back toward zero or slightly positive, which is what a taper week accomplishes. A TSB of +5 to +15 on race day is the target for most rowers.

If your TSB stays deeply negative for weeks without a recovery block, you're overreaching. If it never goes negative, you're probably not training hard enough to drive adaptation.

What polarization looks like in the data

Polarized training means doing most of your volume at genuinely easy effort and a small fraction at genuinely hard effort, with very little in the middle. The Concept2 logbook makes it easy to check whether you're actually doing this, because you have a split for every session.

The three zones for rowing roughly correspond to:

  • Zone 1: Easy, conversational, sustainable for hours. For most rowers this is somewhere above a 2:10 split at their aerobic threshold.
  • Zone 2: "Medium hard" — the gray zone most rowers spend too much time in. Hard enough to feel like work, not hard enough to produce a strong training signal.
  • Zone 3: High-intensity intervals, race-pace pieces, anything that leaves you genuinely breathless.

A polarized training distribution looks like 75-80% of sessions in Zone 1, 5-10% in Zone 2, and 15-20% in Zone 3. Most recreational rowers who look at their data honestly discover they do almost everything in Zone 2, too hard to recover from quickly, not hard enough to drive peak performance.

You can audit your own distribution by sorting your last 90 days of logbook sessions by average split and bucketing them. The pattern is almost always the same: a thick cluster in the middle, not enough easy work, not enough genuinely hard work.

Pacing trends and what they mean

The split is the number most rowers fixate on, and for good reason: it's the most direct measure of how fast you're going. But a single split in isolation tells you almost nothing about your trajectory.

What matters is split over time at a controlled effort level. If you hold the same power output today as you did three months ago but your split is two seconds faster, your fitness improved. If your split is the same but your heart rate is lower, your efficiency improved. If your split is slower and your heart rate is higher, something went wrong.

That's why logging steady-state sessions consistently is so valuable. When you do the same kind of workout repeatedly (same duration, same perceived effort, same conditions), the split trend becomes a reliable fitness signal. Erratic training makes the signal noisy. Consistent training makes it clean.

A simple way to track this is to pick one recurring session type and plot only those rows. A 60-minute steady-state paddle at rate 18-20 is a good benchmark session. Do it every two or three weeks. Plot the splits. That line tells you more about whether your training is working than any single hard piece.

The information gap

The Concept2 logbook stores all of this and surfaces none of it. You can see your splits, your meters, your calories. You can't see your CTL trend, your ATL/TSB balance, or a breakdown of your training distribution by intensity zone. That information is buried in the raw numbers, and extracting it manually requires a spreadsheet and more time than most athletes have.

Some rowers solve this by exporting their logbook to a CSV and doing the calculations themselves. Others connect their accounts to third-party tools. A few just guess — which is how most training blocks end in either underperformance or an overuse injury.

The metrics themselves aren't complicated. The math is simple. The obstacle is that no one has connected the logbook to the analysis and surfaced the answers.

ErgToday does this automatically — try it free for 14 days at erg.today.