SYNTH-98 · Guide

Substituting one kind of training for another

Offer it unasked, pick what does not provoke symptoms and is closest to the sport, carry the session by its minutes and effort (RPE, talk test), not heart-rate zones, a time factor or summed load scores; expect aerobic fitness to hold for weeks and bone and tendon not to, so impact returns as a graded comeback

Main caveat: Transfer. Every fitness number is from healthy people, mostly men, over 3-6 weeks; the injured athlete, the cyclist and the longer break are transfers.
limited, mixed evidenceMostly from recreational to highly trained athletes

The question it answers

A runner or cyclist cannot do their sport — an injury, travel, weather, no bike or no road, a return from illness, or a wish for something else this week. What do they do instead, how is the planned session converted (minutes, intensity, heart rate, load), how much fitness carries over, and how do they come back to the sport afterwards?

Short answer: red flags and illness first; then offer the substitute unasked; choose what does not provoke symptoms and is closest to the sport; keep the minutes and the effort, judged by RPE or the talk test; read heart rate per mode instead of importing zones; keep a load line per sport; expect a few weeks of aerobic fitness to hold and the legs' tolerance of impact not to; and bring running back as a graded return.

No conversion factor is a law, high-impact work is never swapped in for an injured tissue, and full transfer is never assumed.

What this guide owns and what it leaves

Owns (decided here)Leaves to
Choosing a substitute by situation (injury, travel, weather, equipment, illness return, preference) and what each spares and keepsRed flags, the pain rule by tissue and the no-diagnosis rule → SYNTH-73; the runner's injury rows and return criteria → SYNTH-94; pain on the bike → SYNTH-92
Converting a session: minutes, effort, heart rate by mode, water and treadmill sessionsHeart-rate anchors in each sport and how to measure them → SYNTH-38; when session RPE and TSS disagree → SYNTH-39; ERG and indoor riding → SYNTH-56
What carries over after weeks on a substitute, what does not, and the return to the sport after a substitution blockIllness and the return after a break → SYNTH-36; a missed session with no substitute → SYNTH-72; a cyclist taking up running as a new sport → SYNTH-75
Load across sports: what can and cannot be added upSwim training and CSS → SYNTH-74; triathlon hours → SYNTH-52; the race-specific phase → SYNTH-76

Default — the decision, in order (what to prescribe first)

Not from a study; the base's own practice for the order of steps, the ranking of substitutes, the structure of water sessions and the restart volume; the sources say what each step rests on:

1

Name the reason; it decides what is allowed. Injury → the red flags and the rule for the tissue in SYNTH-94 and SYNTH-73 come first, and a clinician leads bone-like pain.

Illness → SYNTH-36: fever or any symptom below the neck means stop, not a session moved to another machine; symptoms above the neck with no fever mean no training on the first day, then easy and short once they are mild and easing, on any machine. Travel, weather, equipment or preference → straight to step 3.

2

Offer the substitute without waiting to be asked. In a year-long cohort of 49 recreational runners, weeks with an injury had 14.1 fewer minutes a day of moderate-to-vigorous activity (95% CI −22.5 to −6.0), replaced mainly by sitting, while pain alone did not cut activity (REF-1434, B, abstract). It shows the need, not that offering changes what runners do.

3

Choose by tolerance first, closeness second, availability third. (a) Nothing that provokes the symptoms: the swaps by tissue are SYNTH-94's (REF-1380, A, a guideline whose swap list is expert opinion; REF-1383, C+).

(b) The closer to the sport's muscles and movement, the more carries over (PHYS-40, established — specificity of training adaptation): swimming and arm work transfer least to the legs (REF-1358, C+), and extra swimming gave runners half the gain of extra running (REF-952, B+).

For a runner: deep-water running or cycling (they did alike in REF-1428, B), an elliptical or stepper (REF-1435, B, acute), an anti-gravity treadmill where there is one (REF-1436, B+), then rowing or swimming. For a cyclist kept off the road: the indoor trainer.

Kept off the bike: no trial exists; an elliptical, deep-water running, a rower or the pool by tolerance, and running only for one who already runs (PHYS-22, established; PHYS-37, established). (c) What is there: a hotel gym usually has a treadmill, an elliptical, a rower and a spin bike. The order inside (b) and (c) is practice.

4

Keep the session's minutes and its purpose; carry the effort, not the pace, watts or heart rate. Minute-for-minute at matched intensity is what held running fitness in the trials (REF-1428, REF-922, B; REF-953, B, intensity matched, minutes not stated, both arms improved).

The same RPE or talk-test level is the bridge between machines: heart rate was "generally similar" on six machines at RPE 11, 13 and 15 while energy cost differed (REF-1430, B); at the maximal lactate steady state RPE was 7.2 in both cycling and running and time to exhaustion 37.7 vs 34.4 min (REF-1432, B+); the talk test located the ventilatory threshold on a treadmill and on a cycle ergometer (REF-929, B).

A longer ride for an easy run is acceptable where time allows — athletes and coaches in one survey estimated about 1.8 times the minutes (REF-1440, C, their opinion; accepting it is the base's practice) — and never a law. Keep the hard sessions hard on the substitute: maintenance runs on intensity (PHYS-41, established — maintenance by kept intensity; REF-587, B+).

5

Read heart rate per mode; never import zones. At the same effort heart rate runs lower on the bike and in deep water, by amounts that differ between studies; in the pool only the maximum was measured, about 11 bpm under running's; on an elliptical or stepper no group difference was detected at the same share of each device's own peak, with no values reported (conversion table).

Between bike and run the individual error at threshold was 12.1 bpm (REF-1431, B), so heart-rate zones wanted on the substitute are measured there (SYNTH-38); otherwise RPE leads and heart rate is read.

6

In water, structure, not feel. Intervals, a quick cadence and an RPE anchored to a known land session, with heart-rate targets about 10 bpm under land ones (practice, from REF-1433, B: 8-11 bpm lower at the same oxygen uptake): recreational runners asked to match their land effort ran at 27% lower VO2 with a vest, while competitive runners matched it (REF-1438, B).

7

Log every substitute session with session RPE and keep a load line per sport. Bike, run and swim scores are not one currency: load-score models built in 15 cyclists missed 59 new athletes' carbohydrate cost by 15-45% and energy cost by 9-31%, worst in runners and kayakers, until recalibrated per sport (REF-1439, B; energy and carbohydrate, not adaptation), and running's mechanical cost is outside every score (inference from REF-235, B+, and PHYS-45, established — internal and external load are two parts).

A summed fitness line is not running fitness after weeks of riding (practice, supported by that measurement).

8

Expect the engine to hold for a few weeks, and the legs' tolerance of impact not to. In healthy trained runners and young men, VO2max held or dipped as much as with running, and 2-mile to 5-km performance held, over 4-6 weeks of deep-water running or cycling at matched dose (REF-1428, REF-922, B; REF-923, B, no control; REF-1437, B+); where cycling replaced half the hard runs both arms improved alike (REF-953, B, 5 weeks, 6 and 5 runners), and across small trials of 4-10 weeks, mostly in untrained or moderately fit people, neither mode differed significantly from the other (REF-1368, A-); in the injured, in runners beyond 6 weeks and in trained cyclists nothing is known.

Bone builds from impact and heavy loading, not from cycling or swimming (PHYS-37, established); tendon stiffens under high-strain loading over weeks to months (PHYS-38, established), and lost stiffness within 1-2 weeks of limb unloading on crutches or in a cast (REF-1355, B+; a break from running with normal walking was not studied, so how fast it goes after a substitution block is unknown).

9

Come back as a return, not a resumption. After a substitution block of about two weeks or more, running restarts below its old volume — roughly half to 70% of it is the base's practice (SYNTH-36), and roughly half of the running that hurt after an injury (SYNTH-94) — easy first, intensity last, gated by the injured tissue's rule (SYNTH-94); no single run more than about 10% longer than the longest of the past 30 days, one cohort's risk marker and not a safe line (REF-1102, B+), counted from the running actually done rather than the old peak (inference).

As a race nears, the race-specific sessions go back to the race sport (PHYS-40; SYNTH-76).

Red flags — when it is not a substitution question

SYNTH-73's red flags and SYNTH-94's bone-stress signs apply unchanged: any one → no impact, a clinician, and a substitute only as the clinician allows.
Illness (SYNTH-36): fever or any symptom below the neck → stop, and no session moves to another machine; chest pain, palpitations, dizziness, a resting heart rate that will not settle or unusual fatigue → a doctor.
Pain that appears or builds in the substitute → stop that one too and take the next on the list (practice).
Bone-like pain: an anti-gravity treadmill or an elliptical only if the clinician allows — unweighting shifts foot loading toward the forefoot (REF-1436, B+), which matters most for forefoot and metatarsal pain (the entry's inference).
Deep water only for someone at home in water, with a flotation vest at first (practice).
A cyclist new to running with pain at one spot on a shin or foot bone → SYNTH-94's bone row (bone new to impact, PHYS-37, established).

Substitution table by situation

"(practice)" marks a call that is not from a study; the base's own practice. Every fitness number is from healthy people.

SituationFirst choiceAlsoNotWhat the base shows (refId, level, key number)
Runner, bone-like pain (one spot on a bone, building through the run, at night)The clinician leads; pain-free cycling or deep-water runningSwimming; walking only if pain-freeRunning, jumping; an elliptical or anti-gravity treadmill unless the clinician allows itCross-training to keep fitness is the leading bone group's advice, the modality practice (REF-1383, C+; SYNTH-94); water running, cycling and running did alike over 6 weeks in 32 healthy young men (REF-1428, B); unweighting shifts foot load forward (REF-1436, B+)
Runner, Achilles pain above the heelSwimming, cycling, a cross-trainer or walking, if pain-freeDeep-water running (practice)Hills and fast running until the pain rule allows them (practice)The guideline's swap list, expert opinion (REF-1380, A); heart rate and VO2 on an elliptical did not differ detectably from the treadmill at the same share of its own peak (REF-1435, B, acute, no values)
Runner, Achilles pain where the tendon meets the heel boneSwimming or cyclingDeep-water running (practice)A cross-trainer or walking, which the guideline lists only for pain above the heelREF-1380, expert opinion
Runner, front-of-knee painCycling or deep-water running, if pain-freeAn elliptical, if pain-free (practice)Downhill running and stairs (practice)SYNTH-94 (the swap is practice)
Runner, any other overuse painWhatever does not provoke it, per the injury row in SYNTH-94—The load that provoked itSYNTH-94; SYNTH-73
Runner with an anti-gravity treadmill, during or after an injuryReduced-body-weight running steered by effort, pain-free, as the clinician allows—The old pace at reduced weight read as the old session; quick rises in speed, which may load the forefoot more (the entry's inference and one study outside the base)15 lab studies: less vertical force and lower submaximal heart rate and VO2 at a given speed, maxima unchanged, foot loading shifted forward; the abstract reports no training or return outcomes, and the quoted readiness rule for ground running is expert opinion outside the base (REF-1436, B+)
Cyclist with pain on the bikeSYNTH-92 first: take out the change, keep riding what does not provoke itIf no riding is pain-free: deep-water running or swimming (practice); running only for one who already runs, pain-freeHeavy rowing after earlier low-back pain (inference; in rowers the earlier episode was the risk factor and training volume was not significant, REF-641)SYNTH-92; in rowers a previous back-pain episode was the one risk factor for rowing back pain, OR 2.65 (REF-641, B+, a transfer); running loads muscle far more than riding (PHYS-22, established)
Cyclist without a bike or a road (travel, a broken bike)A spin bike or a trainer, by RPE and minutesRunning, only for one who already runs; an elliptical; a rowerA first long run; bike heart-rate zones on the runNo training trial in cyclists who swap modes; running damages muscle far more than cycling (PHYS-22, established; 133% more CK after the same 3-day block, REF-235, B+); road cyclists have low lumbar-spine bone density and bone is unadapted to impact (REF-896, A-; PHYS-37, established); the same RPE gave generally similar heart rates on six machines (REF-1430, B)
Runner travelling or in bad weatherA treadmill, by effort, at 0% or 1%An elliptical, a bikeChasing road pace on the belt; judging race form from a treadmill time trialRoad-like oxygen cost at 0% and 1%, heart rate and RPE higher on the belt at faster and lower at slower speeds, endurance performance poorer (SMD −0.50 ± 0.36) (REF-1429, A-); 1% the specific match from about 13.5 km/h in 9 men (REF-733, B)
Cyclist in bad weather (ice, storm, smoke, heat)The trainer, with a fan—Outdoor power zones on the trainer, or the reverseCritical power 19 W higher outdoors in 14 professionals, with a large spread between riders (REF-182, B+); facing airflow of 33.3 km/h or more lowered heat storage against still air in 9 subjects (REF-886, B); SYNTH-56
Hotel gym onlyTreadmill, elliptical, spin bike or rower: the planned minutes at the planned RPE—Comparing watts, pace or calories between machinesAt the same RPE energy cost was highest on the treadmill and ski simulator and lowest on the rider and the cycle ergometer (REF-1430, B); elliptical and stepper showed no detected difference from the treadmill at the same share of their own peak (REF-1435, B, no values)
Back from an illnessThe illness rules first (SYNTH-36); the machine does not change them; a trainer or treadmill lets the session stop at once (practice)—Converting a session missed through illness; training through fever or chest symptomsSYNTH-36; the IOC's return steps are expert opinion (REF-1233, A-)
Healthy, variety or preferenceAny; the key sessions stay in the sport—Swapping race-specific sessions in the weeks before a raceSpecificity (PHYS-40, established); practitioners judged threshold and VO2max running less replaceable by cycling than easy running (REF-1440, C); SYNTH-76

Converting a session — what is evidence and what is practice

WhatRule the guide givesStatusSource (level, key number)
EffortThe same RPE or talk-test level carries the session to another machine; set the substitute's intensity by itEvidence for the bridge (small, healthy, short bouts); its use over a training block = practiceREF-1430 B: heart rate "generally similar" on six machines at RPE 11, 13 and 15, energy cost not; REF-1432 B+: at MLSS RPE 7.2 vs 7.2, time to exhaustion 37.7 vs 34.4 min; REF-929 B: the talk test located the ventilatory threshold on treadmill and cycle; REF-930 C+: consistent across walking, jogging, cycling, elliptical and stepper
DurationMinute-for-minute at matched intensityEvidence (healthy trained runners and young men, 4-6 weeks)REF-1428 B (frequency, duration and intensity matched across three arms); REF-922 B (the same programme in both groups); REF-953 B (intensity matched; minutes not stated)
Easy run → bikeAbout 1.7-2 times the minutes by the respondents' medians, fewer for longer runsPractice (coaches' and athletes' opinion)REF-1440 C: mean factor 1.76; 2.01 for a 30-min run; 30 min ≈ 60 min and 180 min ≈ 300 min of riding (medians)
Easy ride → runAbout half the minutes, capped by what the legs toleratePractice, plus the tissue limitREF-1440 C: mean factor 0.54 (0.48-0.57 by duration); PHYS-22 established; REF-235 B+: 133% more CK in runners than cyclists after the same block
Heart rate, bike vs runLower on the bike at the same effort, by a few bpm to about 10 in most of these studies and more in some (16 bpm at VT in elite female triathletes and 20 at the lactate threshold in one study, REF-537's full text); one athlete's gap can stray 12 bpm → measure each sport or steer by RPEEvidence for the gap; any fixed offset = practiceREF-1431 B: threshold 153.9 vs 157.0 bpm, r = 0.321, total error 12.1 bpm, HRmax 177.1 vs 178.1, 16 triathletes; REF-1432 B+: 165 vs 175 bpm at MLSS, 15 moderately trained men; REF-537 B+, full text: HRmax often 6-10 bpm lower cycling in triathletes, HR at VT 145 vs 156
Heart rate, deep-water runningTargets about 10 bpm under land ones, steered by structure and effortEvidence for the gap; the 10 = practice (a rounding of 8-11)REF-1433 B: 8-11 bpm lower at the same VO2 at every intensity; HRmax 172 vs 188; RPE and lactate higher in water
Heart rate, swimmingThe maximum about 11 bpm under running's; swim sets are not prescribed by heart rateEvidence for the gap (tethered swimming); the no-heart-rate rule = product ruleREF-1441 B+: tethered-swim peak 11 bpm below the treadmill and 13 below 220 − age in 34 fitness swimmers, authors suggest subtracting 12; SYNTH-74
Heart rate, elliptical or stepperRunning zones are a starting point to check, not a transfer: steer by effort and read heart rateEvidence for no detected group difference (acute, healthy; no values, no individual agreement); using running zones = inferenceREF-1435 B: VO2max 49.3, 48.0 and 46.7 mL/kg/min; VO2 and heart rate no different at 60, 70 and 80% of each device's peak, the stages set from a maximal test on each device
Perceived effort in waterSubmaximal water running feels harder (the abstract states the equal-oxygen-uptake comparison for heart rate and lactate, not for RPE), and recreational runners steering by feel undershoot → give it structureEvidence (small); the structure = practiceREF-1433 B; REF-1438 B: recreational women 27% lower VO2 with a vest and 13% lower without; competitive women matched land VO2
Treadmill0% or 1% both near road oxygen cost at steady speeds; heart rate and RPE shift with speed, so run by effort; 1% is a convention; no verdict on race form from a treadmill time trialEvidence for oxygen cost, the speed-dependent heart rate and RPE and the poorer time trials (an A- meta-analysis of group means; a 2026 study outside the base found overground cost higher even than 1%); running by effort = practiceREF-1429 A-: VO2 −0.55 ± 0.93 (0%) and 0.37 ± 1.12 mL/kg/min (1%); maximal HR −1 ± 2 bpm; endurance performance SMD −0.50 ± 0.36; REF-733 B, n = 9
Anti-gravity treadmillThe same pace is an easier session: run faster or steer by effort; the forefoot takes more of the loadEvidence for the direction (acute); speeds = practiceREF-1436 B+: 15 studies, vertical force and submaximal heart rate and VO2 fall with unweighting, maxima unchanged, foot loading shifts forward
Indoor trainer vs roadIndoor zones from indoor tests, outdoor zones from outdoor ones; no group offsetEvidence (professionals); amateurs = transferREF-182 B+: critical power 19 W higher outdoors in 14 professionals, the gap varying between riders
Load scores across sports (TSS, rTSS, hrTSS, TRIMP, session RPE load)Not one currency: a line per sport, never a summed number read as one sport's fitnessPractice, supported by one measurementREF-1439 B: errors 15-45% (carbohydrate) and 9-31% (energy) in new athletes, 8-18% and 6-12% after per-sport calibration, fitted and scored on the same validation athletes, so optimistic and not independently tested; runners' carbohydrate over-predicted by 25.5-50.0 g; PHYS-45 established
Session RPEThe common internal measure for every substitute session, read within each sportPractice; validity within sportsREF-500 C+; SYNTH-39

What carries over and what does not

QualityAfter 3-6 weeks on a substitute at matched dose (healthy trained runners and young men unless stated)Source (level, key number)
VO2maxHeld, or fell slightly and equally in the substitute and running armsREF-922 B: 58.7 → 59.6 mL/kg/min with deep-water running; REF-1428 B: a small significant drop in all three arms; REF-1437 B+: SMD 0.06-0.10 against land training in two runner trials; REF-1368 A-: over 8-10 weeks in untrained and healthy adults both modes raised VO2max, cycling-only a little less on the treadmill, g −0.32 (95% CI −0.76 to 0.13), not significant
2-mile to 5-km performanceNo worse than with running: unchanged in the substitution arms, improved alike where both arms trained hardREF-1428 B (2 miles, no change in any arm); REF-923 B: 5-km treadmill time 1142.7 vs 1149.8 s, no control; REF-953 B: 5000 m improved in both arms over 5 weeks, cycling for half the runs, 6 and 5 runners; REF-1368 A-: no between-group difference, g 0.02 (−0.62 to 0.66), cycling replacing about 20-50% of runs
Ventilatory threshold, running economyHeld over 6 weeks of deep-water runningREF-922 B
Lactate-threshold speedExtra swimming did not raise it, extra running did (an add-on trial, not a substitution)REF-952 B+
Bone and tendon tolerance of impactNot trained by cycling, water or swimming; tendon stiffness fell within 1-2 weeks of limb unloading (a running break with normal walking was not studied) and adapts to loading over weeks to monthsPHYS-37 established; PHYS-38 established; REF-1355 B+
Muscle's tolerance of runningRunning damages muscle far more than cyclingPHYS-22 established; REF-235 B+
Leg fitness from swimming or arm workLeast transferREF-1358 C+; REF-952 B+ (half the gain of extra running)
A cyclist's cycling fitness on another modeUnknown in trained cyclists; cycle VO2max after running-only training g −0.34 (−0.79 to 0.11) in untrained and healthy adultsREF-1368 A-
Injured athletes, beyond 6 weeks, durabilityUnknown—

Key Findings — what the evidence shows

1

At matched dose the usual substitutes did as well as running for a few weeks, in healthy runners. Water running, cycling and running each lost a little VO2max and none changed 2-mile time over 6 weeks in 32 trained young men (REF-1428, B, abstract); deep-water running kept VO2max, ventilatory threshold and economy over 6 weeks in 16 trained men (REF-922, B); a review of 11 deep-water trials found it comparable to land training, effect sizes 0.06-0.10 in two runner trials, nothing pooled, 7 of 11 trials of poor quality (REF-1437, B+); across 7 small trials running-only and cycling-only training did not differ significantly — "not interchangeability" (REF-1368, A-).

2

Effort carries between machines; pace, watts and calories do not. The same RPE gave generally similar heart rates on six machines with very different energy costs (REF-1430, B); at MLSS cycling and running felt the same (7.2 vs 7.2) and lasted about as long (REF-1432, B+); the talk test located the ventilatory threshold on a treadmill and a cycle ergometer (REF-929, B).

3

Heart rate at the same effort differs by mode and by person. Lower on the bike: 3 bpm at threshold on average in triathletes with a 12.1-bpm individual error (REF-1431, B), 10 bpm at MLSS in moderately trained men (REF-1432, B+), HRmax often 6-10 bpm lower in triathletes (REF-537, B+, full text); lower in deep water by 8-11 bpm at the same VO2 (REF-1433, B); the swim peak 11 bpm under the treadmill's in fitness swimmers (REF-1441, B+); no detected difference on an elliptical or stepper at the same share of each device's peak (REF-1435, B, no values).

Between different people runners' HRmax sat 2 bpm above cyclists' (REF-3494, B+).

4

Feel misleads in an unfamiliar mode. Submaximal water running feels harder (REF-1433, B; the abstract does not say the RPE comparison was at equal oxygen uptake), and recreational women matching their land effort ran at 27% lower VO2 with a vest; competitive women did not undershoot (REF-1438, B).

5

No time factor has been tested. Practitioners' estimates — 1.76 times the minutes of riding for an easy run, 0.54 times of running for an easy ride — changed with session length even in their own answers (REF-1440, C); the trials that held fitness matched minutes and intensity.

6

Load scores are not one currency across sports. Within cyclists six load metrics tracked a session's carbohydrate and energy cost closely; across sports the cycling-built models missed by up to 45% until recalibrated per sport (REF-1439, B); adaptation and fatigue were not tested.

7

Injured runners do not substitute on their own. Injured weeks cost 14.1 minutes a day of moderate-to-vigorous activity, mostly replaced by sitting (REF-1434, B).

8

A treadmill matches the road for oxygen cost, not for feel or race times. At submaximal speeds 0% and 1% both came within about 0.6 mL/kg/min of overground running on group means; heart rate and RPE shifted with speed; endurance performance was poorer on a motorised belt (REF-1429, A-); in one small study 1% was the specific match from about 13.5 km/h (REF-733, B).

9

The elliptical and the anti-gravity treadmill give a running-like heart and lung stimulus with less impact — acutely. Elliptical and stepper showed no detected difference from the treadmill in VO2max, or in heart rate at the same share of each device's peak (REF-1435, B; no values); unweighting cut vertical force and submaximal heart rate at a given speed and shifted load toward the forefoot (REF-1436, B+). Neither has a training trial in the base.

10

The substitutes do not train impact tolerance. Impact and heavy loading build bone; cycling and swimming do not (PHYS-37, established; low lumbar-spine density in road cyclists, REF-896, A-); tendon adapts over weeks to months (PHYS-38, established) and lost stiffness within 1-2 weeks of limb unloading (REF-1355, B+; not a running break with normal walking); running damages muscle far more than cycling (PHYS-22, established; REF-235, B+).

It does not show: that any substitute keeps an injured athlete's fitness; anything beyond 6 weeks; what a trained cyclist keeps on any other mode; that any time factor or load-score conversion gives equal adaptation; how ready bone and tendon are after a substitution block; or whether practice in water closes the recreational runner's shortfall.

Conflicts and how they are resolved

Who keeps more when crossing over. REF-537's Practical Application read "a runner adding cycling keeps more than a cyclist adding running", the reverse of its own asymmetry (more transfer from running to cycling) and of its next sentence; practitioners' minute estimates encode the asymmetry's direction (REF-1440, C: an easy ride replaced by about half the minutes of running, an easy run by about 1.8 times the minutes of riding), though the same respondents rated cycling the more suitable substitute (median 5 vs 3), so one survey does not settle it; a meta-analysis found shortfalls of similar size both ways and did not test an asymmetry (REF-1368, A-).Resolved: a cyclist who runs keeps more of the shared part than a runner who cycles — if the legs tolerate running; neither direction is shown by trials; folded into REF-537.
How much lower is heart rate on the bike. SYNTH-38 passed on the guideline's "~5% higher HRmax running" (REF-1077, C) and a 2-bpm gap between different people (REF-3494, B+).Same-athlete data: 1 bpm at maximum and 3 bpm at threshold in 16 triathletes with a 12.1-bpm individual error (REF-1431, B); 10 bpm at MLSS in 15 moderately trained men (REF-1432, B+); often 6-10 bpm at maximum in triathletes (REF-537, full text).Resolved: a range that varies between studies and between athletes, for reasons these studies do not show (in triathletes alone, 3 bpm at threshold in REF-1431 and 11 at the ventilatory threshold in REF-537), never a correction; test each sport; folded into SYNTH-38.
The best-transferring mode is not the safest. PHYS-40 notes that transfer may run more from running to cycling, which invites "running is a cyclist's best substitute"; for a cyclist who does not run it is the riskiest, for muscle (PHYS-22, established; REF-235) and for unadapted bone and tendon (PHYS-37, PHYS-38, established). Resolved: tolerance first, then closeness; running only for a cyclist who already runs; folded into PHYS-40's "What it does not mean".
"Same intensity" in deep water. REF-922 keeps fitness "provided the water sessions carry the same duration and intensity"; land heart rate cannot set that intensity (8-11 bpm lower at the same VO2, REF-1433), and recreational runners steering by feel undershoot (REF-1438). Resolved: set by effort and structure, with heart-rate targets about 10 bpm lower (practice); folded into REF-922.
The 1% treadmill grade. REF-733 (n = 9) found 1% the specific match only from about 13.5 km/h; REF-1429 (34 studies) found 0% and 1% both near overground oxygen cost at group level; two 2026 papers named in REF-1429's entry, outside the base, dispute it: one (12 trained men, 8-15 km/h) found overground oxygen cost higher than treadmill running even at 1%, and a review argues that no fixed grade fits every runner, speed and setting.Resolved: 0% or 1% at steady speeds, 1% a convention; the session run by effort and heart rate rather than road pace is practice; folded into REF-733.
Stale gap lines. SYNTH-73's "no entry tests cycling as a substitute for injured runners" and its elliptical gap, SYNTH-74's "swim heart rate versus land — no entries" and SYNTH-94's cross-training gap. Resolved: the injured-runner halves stay true; each line now names the healthy-runner or same-person data (REF-1428, REF-1435, REF-1437, REF-1441) and points here; folded.
"Maintain" in a trial where VO2max fell in every arm. REF-1428's authors say either substitute maintains fitness; VO2max fell a little in all three arms, running included. Resolved: equal substitutes at that dose, not proof that a substitute holds a runner's full load.
Heart rate on a rower. REF-1430 found heart rate generally similar across six machines at the same RPE, with no values; a later small study outside the base found it lower on a rower than on a treadmill. Resolved: RPE leads on every machine; heart rate is read, not targeted.
Swim heart rate now has a number; the product rule stays. REF-1441 gives a same-person gap at the top; SYNTH-74's rule not to prescribe swim sets by heart rate stays, because the number is a tethered-swim group mean and its spread is unknown.

Practical Application — how the assistant says it

"My shin hurts — how do I keep fit while I can't run?" First: pain at one spot on the bone, pain that builds through runs or comes at night means no running and a clinician. Otherwise the pool or the bike, whichever does not hurt — in healthy young men water running and cycling did as well as running for six weeks at the same dose (REF-1428, B). Keep your key sessions in it, at the same effort.
"How many minutes on the bike replace my 45-minute easy run?" The tested rule is the same minutes at the same effort (REF-1428, REF-922). Many athletes and coaches ride longer — about 1.8 times the minutes, a smaller multiple for long runs — which is fine if you have the time; it is their practice, not a tested equivalence (REF-1440, C).
"What heart rate on the bike if my zones are from running?" Expect it lower at the same effort, usually by a few beats to about 10 and in some studies more, and your own gap may differ by 12 beats (REF-1431, B; REF-1432, B+; REF-537, B+). Ride at the effort that felt like your run, or test on the bike.
"What heart rate when I aqua-jog?" Lower than your land targets; about 10 beats lower is the base's rounding of a group range, not a tested target — in trained runners it ran 8-11 lower at the same oxygen uptake, and submaximal water running felt harder (REF-1433, B). Give it structure: intervals, a quick cadence and an effort you compare with a known land session, because recreational runners matching their land feel in water fell well short (REF-1438, B).
"Hotel gym only — treadmill, cross-trainer, rower, spin bike." Do your planned minutes at your planned effort on whichever is closest to your sport and does not hurt; the watts, pace and calories are not comparable between machines (REF-1430, B).
"Do I need 1% incline on the treadmill?" Not to match the oxygen cost of steady running: 0% and 1% both came close to the road in a meta-analysis (REF-1429, A-). Run it by effort or heart rate (the base's practice): the same pace can feel harder or easier on the belt, and a treadmill time trial is no verdict on race form.
"Do my bike TSS and run TSS add up?" Not as like units: models built on cyclists missed runners' carbohydrate and energy cost until recalibrated for running (REF-1439, B). Keep a line per sport and log session RPE for everything; a combined number is not your running fitness.
"Six weeks on the bike — can I go back to my old mileage?" Your engine has probably held; your bones and tendons have not been loaded and need rebuilding (PHYS-37, PHYS-38, both established). Start at roughly half to 70% of your old running volume, easy first, and build (the base's practice, SYNTH-36).
"I'm a cyclist and can't ride this week — should I run?" Only if you already run regularly. Running is the closest movement but the hardest on legs that are not used to it: runners had 133% higher creatine kinase, a muscle-damage marker, than cyclists after the same 3-day block (REF-235, B+). Otherwise a spin bike, a cross-trainer or the pool, by effort.
"I had a cold — can I ride instead of run?" The machine does not change the illness rules: fever or any symptom below the neck means rest; nose and throat only, no fever: nothing on the first day, then easy and short once it is easing (SYNTH-36). The missed session is not made up.
Say what the base cannot judge: whether injured athletes keep fitness on a substitute, anything beyond six weeks, what a cyclist keeps on another mode, and any time factor.

What NOT to do

Present a conversion factor — 1.76 times the minutes, "3 km on the bike = 1 km of running", rTSS = TSS — as a law (REF-1440; REF-1428).
Copy heart-rate zones between modes, or from land to water (REF-1431; REF-1432; REF-1433; REF-1441).
Swap in impact work for an impact-injured tissue: running, jumping or stairs; a cross-trainer for pain at the Achilles insertion (REF-1380); anti-gravity running for bone-like pain without the clinician (REF-1436; REF-1383).
Assume full transfer, or that weeks of cycling or pool work leave the legs ready for the old running volume (REF-1368; PHYS-37; PHYS-38).
Add bike, run and swim scores into one fitness number, or read such a number as running fitness (REF-1439; PHYS-45).
Wait to be asked (REF-1434).
Trust "the same effort" in an unfamiliar mode to reach the dose, above all for a recreational runner in water (REF-1438).
Treat running as a cyclist's safest substitute because it transfers best (PHYS-22; REF-235; PHYS-37).
Prescribe swim-only or arm-only work to hold leg fitness (REF-1358; REF-952).
Convert a session missed through illness, or move a feverish athlete onto another machine (SYNTH-36).
Judge race form from a treadmill time trial (REF-1429).
Promise that a substitute keeps an injured athlete's fitness: no trial has tested it (SYNTH-94).

Evidence gaps

Injured athletes: no controlled trial of any substitute in injured runners or cyclists; every fitness number here is from healthy people (REF-1428, REF-922, REF-923, REF-953, REF-1437); REF-1434 measured behaviour, not fitness.
Duration: nothing controlled beyond 6 weeks in runners; REF-1368's 8-10-week trials are in untrained and healthy adults.
Cyclists: no training trial in trained cyclists who substitute running, rowing, a ski-erg, swimming or anything else; REF-1368's cycle VO2max data are from untrained and healthy adults.
Conversion: no validated time factor (REF-1440 is opinion) and no validated cross-mode load conversion; REF-1439 tested the energy and carbohydrate cost of single sessions, not adaptation or fatigue.
Which qualities: durability, running economy beyond 6 weeks of deep-water running, and bone and tendon tolerance after a substitution block were never measured; the elliptical has acute physiology only (REF-1435) and a recovery study after a marathon (REF-761, B+).
Anti-gravity treadmill: no training or return trial in the base (REF-1436).
Heart rate: submaximal and free-swimming heart rate against land, heart rate on a rower or ski-erg against running, and the spread of the bike-run gap outside triathletes.
Women: most trials are in men; REF-1438 is women only.
Not in the base at all: treadmill belt lag in intervals; uphill walking or hiking as a stimulus for trained athletes; single-leg cycling for a leg in a cast; indoor against outdoor riding at the same perceived effort.

Limitations

Transfer. Every fitness number is from healthy people, mostly men, over 3-6 weeks; the injured athlete, the cyclist and the longer break are transfers. The heart-rate studies are acute, one or a few sessions per mode.
Abstract-only and old. REF-1428, REF-1429, REF-1430, REF-1431, REF-1432, REF-1433, REF-1434, REF-1435, REF-1436, REF-1438 and REF-1441 are read from abstracts; REF-1441, REF-1433, REF-1428 and REF-1438 date from 1991-1997; REF-1437, REF-1439 and REF-1440 were read in full.
Small samples: 10-34 people in the within-subject mode comparisons (7 per group in REF-1438) and 5-11 per arm in the training trials; a null between arms is not equivalence.
Errors in the sources: REF-1437 classes REF-1428's sample as trained in one place and untrained in another; REF-1439's correlation and error ranges differ between abstract and text; REF-1440's factor SD and mean differ between abstract, text and table; REF-1430 gives no heart-rate values.
Interests: REF-1440's first author was employed by an endurance-coaching company, and the same group wrote REF-1368; REF-1439's first author sits on a company's scientific advisory board; REF-1436's funding statement was not read.
Practice, not evidence: the order of steps; the ranking of substitutes; heart-rate offsets used as targets (about 10 bpm in water); any time factor; the structure of water sessions; the restart volume after a block; the red flags added here; the swap for front-of-knee pain; the rows for a cyclist with pain or without a bike.
Created 2026-10-29: new framework for substituting one kind of training for another, the decision the owner approved on 2026-10-29 (questions Q1-Q12 of the evidence map: cross-training while injured, zone transfer, time factors, water and pool heart rate, treadmill incline, hotel gyms, load across sports, the return after a substitution block and illness), built from the batch REF-1428 to REF-1441 (owner-approved; numbers checked against the drafts after their verifier's 40 corrections and a guide check) with REF-922, REF-923, REF-953, REF-952, REF-1368, REF-1358, REF-537, REF-235, REF-587, REF-1380, REF-1383, REF-761, REF-929, REF-930, REF-3494, REF-1077, REF-1102, REF-733, REF-182, REF-886, REF-1355, REF-896, REF-641, REF-500, REF-1233, REF-529 and PHYS-12, PHYS-22, PHYS-37, PHYS-38, PHYS-40, PHYS-41, PHYS-45.Folds the same day settle six conflicts — REF-537's inverted asymmetry sentence now says a cyclist who runs keeps more of the shared part, if the legs tolerate running; SYNTH-38's ~5% running-over-cycling HRmax reads as a person-dependent range with same-athlete data and the 12.1-bpm individual error; PHYS-40 says the contested direction of transfer is no reason to prescribe running to a cyclist who does not run; REF-922's same-intensity line is set by effort and structure in water; REF-733's 1% grade gains the pooled anchor and the dispute recorded beside it; and the stale gap lines in SYNTH-73, SYNTH-74 and SYNTH-94 point to the new entries and here. 13 situation rows; level B-.
How this entry was checked and changed
Why this level

(the direction — choose by tolerance and closeness to the sport, keep the minutes and the effort, read heart rate per mode, keep a load line per sport, expect the engine to hold for a few weeks and impact tolerance not to — rests on small B and B+ studies: substitution trials in healthy runners (REF-1428, REF-922, REF-953, B; REF-923, B, no control), a deep-water review that pooled nothing (REF-1437, B+), a null meta-analysis of 7 small trials whose intervals cross zero (REF-1368, A-), within-subject comparisons of effort and heart rate by mode (REF-1430, REF-1431, REF-1433, REF-1438, B; REF-1432, REF-1441, B+; REF-1435, B) and one validation study of load scores across sports (REF-1439, B), with impact tolerance from established principles (PHYS-37, PHYS-38). B-, not B, because the default's main question — what an injured athlete keeps — has no data at all, so every injury row is a transfer from healthy runners over 3-6 weeks; because most of its actionable numbers are practice: the order of substitutes, heart-rate offsets used as targets, any time factor (practitioners' opinion, REF-1440, C), the structure of water sessions and the restart volume; and because the cyclist side rests on no training trial. The treadmill row's oxygen-cost answer alone rests on an A- meta-analysis (REF-1429), its run-by-effort rule being practice; the offer to substitute on one small cohort (REF-1434, B))