This composite athlete shows up in endurance nutrition consults every season: a 38-year-old triathlete arrives at race week 3 kg leaner than she started the build. Then her coach hands her a 600 g carbohydrate target for the day before the race and the panic starts. Six months of disciplined eating and morning weigh-ins are about to be erased by a stack of bagels, rice cakes, and sports drinks. She splits the difference. She eats half the load, drinks plain water all day, refuses the second helping at dinner, and steps on the scale Sunday morning to see 1.8 kg of unexplained gain. She finishes the race off pace with cramping legs and a stomach that never settled.
This is the central tension for amateur endurance athletes who care about how they look. The fueling plan for a race and the eating pattern for body composition can look like opposites if you compare them in the wrong window, but they aren't. The athletes who solve this run two different plans at two different points in the year, then swap between them on a defined schedule. The framework below is the version that lets a runner, cyclist, or triathlete fuel a peak event without giving back a season of leanness, and without arriving at the start line under-fueled because the cut never ended.
01Why race fuel is a different food problem from a daily surplus
The fear that drives most under-fueled race weeks is the same one that drives most under-fueled long sessions in training. An athlete sees a large carbohydrate target and reads it as the kind of intake that put fat on them in the first place. The two situations look similar on a plate. They are very different inside the body.
A daily surplus that adds fat tissue requires sustained energy intake above total daily expenditure across many days. The surplus can increase fat storage directly from dietary fat, lower fat oxidation while carbohydrate is being burned, and add some de novo lipogenesis when carbohydrate intake stays very high after glycogen stores are full.
Race-day and race-week fueling miss at least one of those conditions on purpose.
| Fueling situation | Energy in vs out across the day | Where the carbohydrate goes | Net effect on fat mass |
|---|---|---|---|
| Loading day with 36 to 48 hr taper | Roughly even or slight surplus | Refilling muscle and liver glycogen plus bound water | Negligible |
| 600 to 800 g carbohydrate on a long-ride day | Close to neutral | Replacing glycogen burned during the session | Negligible |
| 600 to 800 g carbohydrate on a rest day | Substantial surplus | Glycogen tops out fast, oxidation rises, and surplus energy persists | Real fat gain over time |
| Steady 300 to 500 kcal daily surplus across weeks | Surplus | Some glycogen, some fat tissue | Predictable fat gain |
The first two rows are race fuel. The last two are a body composition problem. The food on the plate can be identical. The training context decides which one it is.
Glycogen is also a finite store. A trained athlete holds roughly 400 to 500 g of muscle glycogen and another 80 to 110 g in the liver when fully loaded.1 Once those depots are full, additional carbohydrate has to go somewhere else. The body can hold a small amount as circulating glucose, can convert some to lactate or glycerol, and can convert a portion to fat through de novo lipogenesis. That last pathway runs slowly in humans on normal mixed diets, even at high carbohydrate intakes, which is part of why short loading windows do not produce the fat gain athletes fear.2
Glycogen Loading covers the loading physiology in more detail. The practical point is that a 36 to 48 hour high-carbohydrate window into empty depots looks nothing like a weeks-long surplus. Once glycogen depots are full, additional carbohydrate has nowhere productive to go, and very little is converted to fat over a 36 to 48 hour window.
02Separating training fuel from a daily surplus
The cleanest mental model for amateur athletes who want both performance and body composition is to split intake into two budgets that are tracked separately.
The first budget is your maintenance baseline. This is what your body would burn if you stopped training tomorrow. A 70 kg amateur with a desk job and average step count usually sits at 2,000 to 2,400 kcal/day for that baseline. This is the budget where overeating creates fat gain.
The second budget is the training cost on top. A one-hour easy run burns 400 to 600 kcal. A two-hour long ride burns 1,000 to 1,400 kcal. A threshold session burns 600 to 900 kcal. That food is not a surplus. It is the cost of doing the session. Eating it back on the same day or the day after rebuilds glycogen, supports tissue repair, and sets up the next session. Skipping it produces the slow under-fueling that destroys training adaptation and triggers low energy availability over weeks.
| Day type for a 70 kg amateur | Maintenance baseline | Training cost on top | Total target intake | What this looks like in food |
|---|---|---|---|---|
| Rest day | 2,200 kcal | 0 kcal | 2,200 kcal | Normal eating, lower carbohydrate |
| Easy aerobic day, 60 minutes | 2,200 kcal | 500 kcal | 2,700 kcal | Normal eating plus a light pre or post snack |
| Hard interval day, 75 minutes | 2,200 kcal | 700 kcal | 2,900 kcal | Larger pre and post-session carbohydrate |
| Long-session day, 2 to 3 hours | 2,200 kcal | 1,200 to 1,500 kcal | 3,400 to 3,700 kcal | Bigger meals plus in-session fueling |
| Loading day before a long event | 2,200 kcal | 200 to 400 kcal taper | 3,000 to 3,300 kcal | Low-fiber starches at every meal and snack |
The athlete who eats 2,200 kcal every day regardless of training is in a 1,500 kcal deficit on long-session days, near maintenance on rest days, and on track to flatten the next hard session inside two weeks. The athlete who eats 3,500 kcal every day regardless of training is in a 1,300 kcal daily surplus on rest days and gaining fat at roughly 1 kg per month even with serious training volume. Both are running the wrong plan because the maintenance budget and the training cost are getting averaged together.
The full periodization framework lives in Carbohydrate Periodization and the cutting-specific version sits in Fueling Endurance While Cutting Fat. The shared rule is that the day-to-day swing in carbohydrate intake is the variable that does most of the work.
03Race-week scale noise and what to do about it
Race week is the worst possible time to make food decisions based on the scale. Three things happen at the same time, all of which inflate body weight without changing fat mass.
First, glycogen loading binds water. Stored glycogen is commonly estimated to carry roughly 3 g of water per gram, a practical number drawn from early human glycogen-loading work and later hydration reviews that describe the estimate as approximate rather than fixed.3 A 70 kg athlete who replaces 200 g of muscle glycogen during a load may also store roughly 600 g of water with it. A full 36 to 48 hour load can easily move the scale by kilograms when glycogen, water, and gut content all rise together.
Second, sodium intake often rises during race week because pre-race meals are saltier, sports drinks contain sodium, and some athletes racing in heat use deliberate sodium loading. Sodium can add additional water retention, but the size of that shift varies widely by athlete, heat exposure, and usual intake.
Third, training drops sharply during a taper. The athlete is not burning the same training cost that maintained their typical scale weight through the build. Combined fluid retention, glycogen, sodium, gut content, and reduced workload can move the scale sharply within five days without requiring meaningful fat gain.
For naturally menstruating women, cycle timing can add another layer of noise. In a one-year prospective diary study of 62 healthy women and 765 cycles, self-reported fluid retention was lowest in the mid-follicular phase and highest around the first day of menstrual flow, with considerable individual variation.4 That means a race that lands in the late luteal phase or around menses can make a normal carbohydrate load look like a body composition disaster on the scale. Hormonal contraceptives, irregular cycles, perimenopause, and low energy availability can all change the pattern, so the useful move is personal comparison: compare late-luteal race week with previous late-luteal weeks, not with a mid-follicular low-weight baseline.
The practical rule for female athletes is simple. Do not cut carbohydrate, sodium, or fluid because race week overlaps with a high-retention phase. Keep the fueling plan intact, track symptoms separately from body weight, and use the post-race 14-day rolling average once training and cycle phase normalize. Sudden, severe, asymmetric, or painful swelling is not normal race-week scale noise and belongs with a clinician.
The table below is illustrative, not a sourced prediction for every athlete. It shows the size and timing of scale movement a 70 kg athlete might see when taper, glycogen, sodium, gut content, and cycle-related fluid shifts overlap.
| Day before race | Likely scale shift from baseline | Cause | What it actually means |
|---|---|---|---|
| Day 7 | Plus 0.3 to 0.7 kg | Reduced volume, slightly higher carbohydrate | Training is tapering, fueling is starting |
| Day 4 | Plus 0.7 to 1.5 kg | Continued taper, glycogen replenishment | Glycogen depots filling on schedule |
| Day 2 | Plus 1.5 to 2.5 kg | Aggressive loading underway, sodium up | Loading is working |
| Day 1 | Plus 2.0 to 3.5 kg | Loading near peak, hydration high | Race-day storage is in place |
| Race morning | Plus 1.5 to 3.0 kg | Some overnight fluid loss, glycogen still loaded | Normal race-day weight |
| Day 3 post-race | Back near baseline | Glycogen burned, fluid balance resets | The scale numbers from race week were never fat |
The athletes who finish a race well are the ones who put the scale away seven to ten days before the start. The decision rule is simple. If you cannot interpret the scale number without panic, the scale is no longer providing useful information that week. Switch to body composition checks that are not corrupted by glycogen and sodium.
The clean substitutes during race week:
- Photos in the same lighting at the same time. Front, side, back, fasted morning, three days before the race and the morning after. Glycogen and water do not produce the kind of three-dimensional change that fat does.
- Waist measurement at the navel. Soft tape, fasted morning, three days before the race and the morning after. Glycogen lives in muscle, not abdominal fat. Waist is usually less distorted than scale weight, though higher food volume, sodium, and GI contents can still move it transiently.
- Lift output if you have any lifting in the taper. Top-set rep counts hold or rise during a successful load.
The mistake to avoid is the reverse decision, which is using the high race-week scale number to justify cutting back on the loading protocol. Aggressive scale gain during loading is a signal that the protocol is working, not a warning sign.
04A concrete 36 to 48 hour loading menu
The standard endurance target for events longer than 90 minutes is 10 to 12 g carbohydrate/kg/day for the final 36 to 48 hours before competition.5 A 70 kg athlete lands at 700 to 840 g/day. Smaller athletes, athletes with lower absolute muscle mass, and runners with sensitive guts may sit closer to the low end. Larger cyclists and triathletes who have trained the gut may sit higher. The menu below is not a prescription for diabetes, kidney disease, pregnancy, eating disorder recovery, or medically restricted diets. Those cases need individual clinical guidance.
For a 70 kg athlete targeting roughly 700 g carbohydrate the day before a long event, the day can look like this:
| Timing | Low-fiber loading meal | Approximate carbohydrate |
|---|---|---|
| Breakfast | Two plain bagels with jam, banana, 500 ml sports drink | 170 g |
| Mid-morning | Rice cakes with honey, applesauce pouch, electrolyte drink | 100 g |
| Lunch | White rice bowl with lean chicken or tofu, low-fiber sauce, fruit juice | 160 g |
| Afternoon | Pretzels, two gels or chews, sports drink | 120 g |
| Dinner | Pasta with low-fiber tomato sauce, small lean protein portion, white roll | 140 g |
| Before bed | Low-fat cereal with milk or a carb drink | 70 g |
That example lands near 760 g carbohydrate before small brand-to-brand differences. It is deliberately low in fiber, modest in fat, and boring on purpose. The protein is enough to keep meals normal without displacing starch. Vegetables are kept small and cooked. Beans, bran cereal, large salads, high-fat desserts, and adventurous restaurant meals wait until after the race.
The 36-hour version is usually dinner two nights out, all day the day before, and breakfast on race morning. The 48-hour version starts at breakfast two days out. Athletes who panic when the plate gets large should pre-pack the day into meals and bottles before the taper begins, because a written menu is easier to follow than a scale number is to emotionally negotiate.
05When the cut lives in the calendar
Most amateur athletes who care about both racing and body composition try to do both at once for an entire season. The year ends with mediocre performance and small body composition changes because neither phase ever ran cleanly. The fix is to schedule the cut and the peak block in non-overlapping windows.
The total race build for a marathon, half-Ironman, or full Ironman is typically 12 to 18 weeks. The last 6 to 8 weeks of that build is the highest-volume, highest-quality work and cannot tolerate a real deficit without losing pace. That leaves a finite window earlier in the year for active fat loss.
| Phase | Typical length | Energy state | Body composition tracking | Performance focus |
|---|---|---|---|---|
| Off-season | 4 to 8 weeks | Maintenance or small surplus | Weekly weight, monthly waist, optional DEXA | General strength, light aerobic base |
| Active fat loss | 8 to 12 weeks | 0.25 to 0.5% per week deficit | Weekly weight, weekly waist, biweekly photos | Base aerobic, easy running, strength held |
| Maintenance bridge | 2 to 4 weeks | Maintenance | Weekly weight, monthly waist | Build aerobic capacity, raise volume |
| Race-specific build | 8 to 12 weeks | Maintenance or slight surplus | Weight only as a reference, photos optional | Threshold, race-pace work, long sessions |
| Peak and taper | 2 to 3 weeks | Maintenance with loading window | None during the final 7 days | Race execution |
| Recovery | 1 to 2 weeks | Maintenance | Resume normal tracking after a week | Light unstructured training |
Two rules anchor the calendar. The active fat loss phase must end at least 4 weeks before the race-specific build starts, because pace and threshold work cannot be installed on top of an ongoing deficit. The peak block runs at maintenance or a small surplus, with no body composition targets attached, because the cost of an additional 0.5 kg of fat across a 12-week build is small and the cost of an under-fueled threshold session is large.
The fat-loss math during the dedicated cut window sits in The First 12 Weeks of a Men's Cut and Fueling Endurance While Cutting Fat. The body composition tracking that survives a deficit lives in How to Tell Fat Loss From Muscle Loss. The mistake amateur athletes repeat is collapsing two of these phases into one. A long Ironman build with a slow ongoing cut underneath produces a tired, slow athlete who finished the season slightly leaner. The same athlete who cut for ten weeks in winter and built cleanly for sixteen weeks afterwards usually finishes leaner, fitter, and uninjured.
06How much real fat gain can race-week loading produce
The blunt math. De novo lipogenesis, the conversion of carbohydrate to fat, runs at low rates in humans on mixed diets. McDevitt and colleagues studied 8 lean and 5 obese women during 96 hours of controlled sucrose or glucose overfeeding and found that even when DNL increased, estimated carbohydrate-to-fat conversion remained modest compared with total fat balance.6 Acheson and colleagues showed that storing carbohydrate as glycogen is the body's strong preference and that the conversion to fat ramps up when glycogen depots are saturated and surplus continues.7
The applied consequence for race-week loading is straightforward. A 36 to 48 hour loading window pushed into glycogen depots that have been deliberately drawn down by the taper week's training cannot produce meaningful fat tissue. The glycogen pool is partially empty going in. The intake refills it. Bound water comes with it. The scale rises. That is the system working as designed.
The risk profile changes for athletes who try to load aggressively for an entire week or who run a sustained high-carbohydrate diet that exceeds their training load by a wide margin. That is no longer race fuel. It is an extended surplus, and it sits in the same category as any other extended surplus on the body composition timeline.
The table below is illustrative. It translates the physiology into likely body-composition direction. It is not a direct table from a trial.
| Pattern | Net energy state | Glycogen depot effect | Body composition effect after 4 weeks |
|---|---|---|---|
| 36 to 48 hr load, 1 to 4 times per year | Slight surplus on those days | Refills cleanly | Usually too small to measure against water noise |
| Race-week routine of high carbohydrate every day | Modest surplus across the week | Stays near full | Possible gain if the week becomes a real surplus |
| Year-round high carbohydrate above training cost | Extended surplus | Saturated chronically | Predictable fat gain, similar to any surplus |
| Strict race-week deficit out of fear of scale gain | Substantial deficit during the highest-stakes week | Underfilled depots | Underperformance is the body composition effect |
The fear of fat gain from a single loading block is much larger than the actual effect. The fear of a chronic surplus disguised as fueling is appropriate, and the discipline that prevents it is keeping training cost separate from baseline intake on the days where there is no training cost to add.
07What to do when the scale climbs after race week
A subset of athletes finish a race, return to normal eating, and watch the scale stay 1 to 2 kg above pre-load weight for several weeks. The first instinct is to read this as fat gain from the load. Almost always it is something else.
The most common drivers of post-race scale lag:
- Reduced training volume during recovery week. A taper-then-recovery sequence covers 14 to 21 days of much-reduced energy expenditure. Eating at full training-day intake during that window does produce a small surplus that sits 0.5 to 1.5 kg on the scale until volume returns.
- Sodium and fluid normalization. Carbohydrate-bound water from the load is gone within 48 to 72 hours of the race, but sodium intake patterns that built up across race week can take a week to reset and produce another 0.5 to 1.0 kg of held water.
- Disrupted sleep, alcohol, and travel. Post-race weekends often include alcohol, late nights, and disrupted eating that produce real but transient inflammation and fluid retention.
The decision rule for the post-race window:
- Resume normal training cost-based eating once volume returns. Do not add a deficit on top of recovery week.
- Wait two weeks before judging the body composition signal. The 14-day rolling average weight is more informative than any single weigh-in.
- If the scale is still up after three weeks of normal training and normal eating, treat it as a small surplus and trim 200 to 300 kcal/day for a few weeks. This is rarely needed, and it is rarely larger than that.
Diet Breaks vs Refeed Days for Fat Loss covers the recovery-week rules for athletes who were running a deficit before the race build. For athletes who were at maintenance, the recovery week handles itself if training cost-based eating resumes.
08When body composition fear is masking under-fueling
The scariest version of this problem is the athlete who has been quietly under-fueling for months and now plans to under-fuel race week on top of it. Female endurance athletes are over-represented in this group because the cultural pressure on body composition compounds with the physiological cost of low energy availability. Men are not exempt and the clinical signal often takes longer to appear because hormonal markers are less obvious.
The screening signals to take seriously before adjusting any fueling plan:
| Signal | What it suggests | First action |
|---|---|---|
| Resting heart rate up 5 to 10 bpm for two weeks | Stress and possible under-recovery | Add 300 to 500 kcal/day, mostly carbohydrate around training |
| Threshold pace dropping despite same plan | Glycogen and adaptation deficit | Audit hard-day and long-day intake against Endurance Athlete Fueling targets |
| Cold hands, hair shedding, lost period | Likely low energy availability | Stop all aesthetic targets, raise intake, see clinician |
| Strong fear response to a single heavy meal | Disordered relationship with food | Pause body composition tracking, talk to a sports dietitian |
| Frequent illness or stress fractures | Chronic LEA and bone or immune compromise | Stop training adjustments and seek clinical evaluation |
The frameworks for recognizing the deeper version of this problem live in Low Energy Availability in Female Endurance Athletes and Low Energy Availability in Men. When any of the first three rows above are present, the right move is more food, not less, and the race fueling protocol should be the easier of the two changes to make.
09Decision rules for the next event on your calendar
The athletes who fuel a race well and protect body composition follow the same decision tree most of the time. The tree fits on a notecard.
- Set the body composition phase before the race build starts, not during it. Run any active fat loss in a window that ends at least 4 weeks before race-specific work begins. After that, the goal is performance and the body composition target is parked.
- Eat for the day's training cost, not for an aesthetic. Use the maintenance plus training cost framework above. Carbohydrate around hard and long sessions is fuel, not surplus.
- Stop daily weighing 7 to 10 days before the race. Use photos and waist instead. Replace the scale once the build closes.
- Run the loading window short and on purpose. 36 to 48 hours of high carbohydrate intake into a tapered training week. Low-fiber starches by design. Plan the meals before the day.
- Resume normal training cost-based eating after the race. Do not attach a deficit to recovery week. Wait two weeks of stable training before judging the scale.
- Treat under-fueling as the first explanation when training quality drops. Add carbohydrate around hard and long sessions before adding a recovery week, before adding cardio, and well before tightening the deficit.
The athlete from the opening of this article is not unusual. She is tracking the wrong signal in the wrong window, in a sport that punishes that mistake with cramps and lost time. The body composition gain she is afraid of from a 600 g loading day is roughly zero. The performance loss from skipping that load is the kind of thing that ends a season.
Pull your calendar. Mark the race date. Walk back 8 to 12 weeks for the race-specific build, then place a 4-week maintenance bridge before that if a body-composition phase is needed. The fat-loss block belongs before the bridge, not inside the peak build. Build the food plan around the training cost on each of those days, not the scale. The athletes who do this end the season faster, leaner, and better fueled. The athletes who try to do both at once usually arrive at the start line with neither.
Footnotes
Burke LM, Hawley JA, Wong SHS, Jeukendrup AE. Carbohydrates for training and competition. Journal of Sports Sciences. 2011;29(sup1):S17-S27. DOI
↩Hellerstein MK. De novo lipogenesis in humans: metabolic and regulatory aspects. European Journal of Clinical Nutrition. 1999;53(suppl 1):S53-S65. DOI
↩Olsson KE, Saltin B. Variation in total body water with muscle glycogen changes in man. Acta Physiologica Scandinavica. 1970;80(1):11-18. DOI; Maughan RJ, Shirreffs SM, Leiper JB. Errors in the estimation of hydration status from changes in body mass. Journal of Sports Sciences. 2007;25(7):797-804. DOI
↩White CP, Hitchcock CL, Vigna YM, Prior JC. Fluid retention over the menstrual cycle: 1-year data from the prospective ovulation cohort. Obstetrics and Gynecology International. 2011;2011:138451. DOI
↩Thomas DT, Erdman KA, Burke LM. Position of the Academy of Nutrition and Dietetics, Dietitians of Canada, and the American College of Sports Medicine: Nutrition and Athletic Performance. Journal of the Academy of Nutrition and Dietetics. 2016;116(3):501-528. DOI
↩McDevitt RM, Bott SJ, Harding M, Coward WA, Bluck LJ, Prentice AM. De novo lipogenesis during controlled overfeeding with sucrose or glucose in lean and obese women. American Journal of Clinical Nutrition. 2001;74(6):737-746. DOI
↩Acheson KJ, Schutz Y, Bessard T, Anantharaman K, Flatt JP, Jequier E. Glycogen storage capacity and de novo lipogenesis during massive carbohydrate overfeeding in man. American Journal of Clinical Nutrition. 1988;48(2):240-247. DOI
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