You’ve been training for cyclocross consistently.
You’re doing the intervals. You’re riding endurance miles. You’re strength training. You’re practicing your cyclocross skills.
But then you line up on Sunday and finish about where you finished last week.
Or worse—you finish farther back.
That can lead to an uncomfortable question:
Is my training actually working?
Race results certainly matter. If one of your goals is to become a better cyclocross racer, eventually you want that improvement to show up on race day.
But finishing position is also one of the messiest ways to measure whether your training is working.
Your result depends on who showed up, where you started, the course, weather, mud, mechanical problems, crashes, tactics, technical skills, and whether the course happened to favor your strengths.
You can be getting fitter without moving up five places in the results.
The better question is:
What evidence do I have that I’m becoming a better cyclocross racer?
Start With the Race, But Look Beyond Your Place
Instead of simply comparing 27th place this week with 24th place last week, look more closely at what happened.
Were you closer to riders who usually beat you?
Did you stay with a faster group longer?
Were you able to accelerate out of corners later in the race?
Did your lap times stay more consistent?
Were you able to recover after a hard effort and go again?
Did you fade less during the final 15 minutes?
Did you make fewer technical mistakes?
Those can all be signs of progress even when your finishing position doesn’t change.
That’s particularly important in cyclocross because performance isn’t determined by one physiological number.
You need aerobic fitness, high-end power, technical skill, repeated hard efforts, recovery between those efforts, and the ability to keep producing power while fatigued.
1. Is Your Power Improving?
For cyclists using a power meter, your power-duration curve is one of the first places I would look.
Don’t just look at FTP.
For cyclocross, I’m interested in several durations.
Your 5- to 15-second power tells us something about your ability to accelerate.
Your 30-second to 2-minute power tells us something about those hard starts, steep climbs, and repeated surges.
Your 3- to 8-minute power gives us information about your VO2max-type efforts.
Your longer efforts tell us about your aerobic and threshold abilities.
You don’t need to set a personal record every week.
But over several weeks or months, are some of those numbers trending upward?
And there is an important second question: Can you repeat those efforts?
One great 30-second effort is useful.
Being able to produce another strong effort, and another and another, may be much more important in a cyclocross race.
This is where the emerging research on durability becomes interesting. Durability describes how well an athlete maintains performance as fatigue accumulates.
A 2025 study of trained amateur cyclists compared power when athletes were fresh with power after they had accumulated 1,000 kJ of work.
The more successful cyclists experienced a smaller decline in 20-minute power under fatigue—about 6.5% compared with 12.5% in the less-successful cyclists.
This wasn’t a cyclocross study, and we shouldn’t apply those exact numbers to a 45- or 60-minute cross race. But the principle is useful: your best power when you’re fresh doesn’t tell us everything about your ability to race when you’re tired.
For cyclocross, I want to know whether you can continue producing hard efforts after you’ve already accelerated out of 30 corners, climbed the same hill six times, and spent most of the race repeatedly going above and below your sustainable power.
That’s a different question than simply asking whether your FTP went up.
2. Are You Getting Better Late in Workouts and Races?
This is a metric that many athletes overlook.
Maybe your best five-minute power hasn’t changed much.
But what happens after you’ve already been riding hard for 45 minutes?
Can you still produce close to your normal power?
Can you still accelerate?
Can you still ride technically well?
Can you still respond when someone attacks?
This is durability.
Another 2025 study of trained amateur cyclists found that power declined by roughly 10% after substantial accumulated work.
More importantly, the amount an athlete’s power declined wasn’t significantly related to VO₂max or relative FTP.
That suggests durability may tell us something about an athlete that traditional fitness measures don’t.
Two riders could have similar FTPs but respond very differently once fatigue accumulates.
Again, these studies weren’t conducted during cyclocross races.
In fact, a recent systematic review of cycling durability research found that the intensity of the work performed before a hard effort matters, not simply the number of kilojoules accumulated.
Harder prior riding can cause a larger deterioration in subsequent performance with less total work.
That distinction may be particularly relevant to cyclocross.
A cyclocross race isn’t steady endurance riding followed by a time trial.
It’s repeated accelerations, hard climbs, braking, cornering, running, and frequent efforts above your sustainable power.
So rather than looking only at your fresh FTP or your best five-minute power, ask another question:
How much of that performance can I still access when I’m tired?
If you can produce more power late in a race, repeat hard efforts more consistently, or maintain your lap times better than you could earlier in the season, your training may be working even if your FTP, or your finishing place, hasn’t changed.
3. Are Your Laps Becoming More Consistent?
Cyclocross can give us another wonderfully simple metric: lap times.
Don’t just compare your fastest lap.
Look at the entire race.
Imagine two races where your fastest lap is almost identical.
In Race A, your lap times are:
7:12
7:19
7:28
7:37
7:46
7:55
In Race B, they’re:
7:10
7:15
7:18
7:20
7:23
7:25
That’s significant progress.
You haven’t necessarily become dramatically faster at your best.
You’ve become better at not slowing down.
That’s racing fitness.
4. Are Hard Workouts Becoming More Manageable?
Sometimes progress shows up in training before it shows up in racing.
Look back at a workout you did six or eight weeks ago.
Maybe it was 5 x 3 minutes.
Maybe it was 30/30s.
Maybe it was a threshold session.
Now compare.
Are you producing slightly more power?
Can you complete another repetition?
Is your heart rate lower at the same power?
Does the workout feel more controlled?
Can you recover more quickly between intervals?
Are you finishing the workout instead of barely surviving it?
None of those metrics alone proves you’ve gotten fitter.
But when several of them move in the same direction, you’re building a convincing case.
What Can TrainingPeaks Tell Me?
TrainingPeaks gives athletes several useful ways to look at training beyond individual workouts.
Its Performance Management Chart tracks Fitness (CTL), Fatigue (ATL), and Form (TSB).
Fitness, or CTL, is based on your longer-term training load. TrainingPeaks uses an exponentially weighted average based on roughly 42 days of training. Fatigue, or ATL, responds much more quickly to your recent training. Form represents the relationship between the two.
These numbers can be useful.
But here’s the important part:
A higher CTL does not automatically mean you’re a better cyclocross racer.
You can raise CTL simply by doing more training.
The goal isn’t to collect the highest Fitness number possible.
The goal is to apply enough training stress to create adaptation while recovering enough to actually benefit from it.
I like to use these numbers as part of the picture rather than as a score.
Is training load gradually increasing when we’re trying to build fitness?
Is fatigue unusually high?
Does an athlete consistently perform well at a particular level of Form?
Is training load going down because life has gotten busy?
Those trends can help explain what we’re seeing in workouts and races.
TrainingPeaks itself cautions that Form isn’t a performance predictor; it’s better understood as a measure of the relationship between recent and longer-term training load.
What Can Athletica Tell Me?
Athletica also tracks training load through Fitness, Fatigue, and Form.
The basic concept is similar: fitness changes relatively slowly, fatigue changes more quickly, and performance reflects the interaction between training adaptation and accumulated fatigue.
Athletica also provides tools such as Workout Reserve, which evaluates how close you are to your performance limit across different effort durations.
Again, though, I don’t want an athlete chasing one number on the screen.
I’m looking for patterns.
Is your training load appropriate?
Are you completing the prescribed intensity?
Are you adapting to that work?
Are you recovering?
Are your power numbers improving?
And does what the software says match how you actually feel and perform?
That’s where the numbers become useful.
What If My Fitness Number Is Going Down?
Don’t panic.
Fitness metrics such as CTL are measures of training load. They aren’t direct measurements of your physiology.
If you taper for an important race, your Fitness number will decrease.
That’s okay.
You’re deliberately reducing training stress so fatigue can decrease and performance can emerge.
Likewise, during cyclocross season you may race every weekend and reduce your overall training volume compared with your summer training.
Your CTL might flatten or even fall.
That doesn’t necessarily mean you’re getting slower.
You might actually be becoming more race-specific, fresher, and better able to perform.
But What If Everything Is Going the Wrong Direction?
Now we need to pay attention.
One bad workout doesn’t matter much.
One bad race doesn’t matter much.
Even a bad week isn’t necessarily a problem.
But if you’re seeing several weeks of declining power, increasing perceived effort, poor recovery, worsening race performance, declining motivation, and an inability to complete workouts that were previously manageable, something probably needs to change.
And the answer isn’t automatically train harder.
It might be the opposite.
Before Adding More Training, Ask Why You’re Not Improving
There are several possibilities.
You may simply need more time. Fitness doesn’t improve in a straight line.
You may be carrying too much fatigue.
You may not be doing enough intensity—or you may be doing far too much.
Your endurance volume may be inadequate.
You may need more recovery between races.
You may not be eating enough carbohydrate to support your training.
Sleep or life stress may be limiting adaptation.
Or your fitness might be improving while your cyclocross skills are holding back your race results.
This last one matters.
If you’re losing five seconds every corner, another five watts of FTP isn’t going to solve your problem.
You need to practice cornering.
Change One Thing, Not Everything
When athletes get frustrated, there’s a temptation to completely rebuild the training plan.
I usually wouldn’t.
Look for the biggest limiter.
If you’re fading badly late in races, we may need to work on durability, endurance, fueling, or pacing.
If you’re getting dropped during repeated accelerations, we may need more race-specific high-intensity work.
If your power is good but you’re losing time in every technical section, we need skills practice.
If you’re exhausted all week and barely surviving the weekend race, we may need less training, not more.
And if you’re training well but aren’t recovering, we need to address recovery before adding another interval session.
Make a change.
Give it time.
Then evaluate again.
Build Your Own Cyclocross Progress Dashboard
Instead of asking one question: Where did I finish? I want my athletes looking at several things.
Race performance: Am I getting closer to the riders around me?
Lap consistency: Am I fading less?
Power: Are important parts of my power-duration curve improving?
Repeatability: Can I repeatedly produce hard efforts?
Durability: Can I produce good power late in workouts and races?
Training execution: Am I completing workouts more successfully?
Training load: Are Fitness, Fatigue, and Form moving in ways that make sense for this phase of training?
Recovery: Am I absorbing the work or simply accumulating fatigue?
Skills: Am I becoming a faster and more confident cyclocross rider?
No single metric answers the question.
Together, they tell a much better story.
Three Things You Should Know About Whether Your Training Is Working
1. Your race result isn’t your fitness test.
Finishing place depends on far more than physiology. Look at who you’re racing against, time gaps, lap consistency, power, skills, and how well you perform late in the race.
2. Look for repeatability and durability, not just higher FTP.
Being able to produce hard efforts repeatedly—and still produce them when you’re tired—may tell you more about your cyclocross fitness than one fresh 20-minute power number.
3. Don’t change your training because of one bad race.
Look for trends across several weeks. If multiple indicators are moving in the wrong direction, identify the most likely limiter and make a targeted change.
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Paul Warloski is a:
- USA Cycling Level 1 Advanced Certified Coach
- RRCA Running Coach
- Training Peaks Level 2 Coach
- RYT-200 Yoga Instructor
- Certified Personal Trainer
- Certified Nutrition Advisor
