I believe my first introduction to biking aerodynamics got here in round 2015. I might just lately picked up highway biking after racing mountain bikes in my youth, and I might determined to enter the native ‘Exeter Wheelers Wednesday evening Membership 10’ time trial.
As I reached all the way down to take my bottles out of my cages on the race HQ (learn: random village corridor), a pal stopped me and repeated a hand-me-down axiom that claimed empty bottle cages have been slower than merely carrying your bottles.
I keep in mind being fascinated by the concept that aero trumps weight, however took his recommendation as gospel, slid my bottles again into their cages, and set off (carrying a long-sleeve Castelli Gabba. Clearly, a lot was to be realized).
In 2015, the entire marginal beneficial properties philosophy had been in motion for just a few years at Staff Sky, but it surely was removed from gaining widespread acceptance. The last decade since has seen discovering these small financial savings change into ever prevalent, and in lots of circumstances, the important thing to success, each on the prime stage and in grassroots biking, too.
Right here at Cyclingnews, we have spent the previous 12 months build up the ‘CN Labs’ content material sequence, utilizing wind tunnels, rolling resistance rigs and extra to empirically check as many biking parts as we are able to, to assist our readers perceive the place to spend their cash within the pursuit of going sooner.
We have discovered the quickest aero helmets, examined finances vs aero biking equipment, in contrast 11 of the perfect superbikes in the marketplace, put 18 highway wheelsets face to face, and we even rolling resistance examined highway tyres.
Right now’s check focuses on bottles, and we had loads of inquiries to reply: Do you have to use one, two and even three? If one, the place must you mount it? Are aero bottles all they’re cracked as much as be? And with all of the limelight being on decreasing core temperature and optimising cooling methods, is there a penalty for operating massive 750ml bottles?
And, most significantly, to take me again to 2015 and full the circle of my journey into aerodynamics, was my pal proper? Are empty cages slower than full ones?
Let’s get caught in and discover out.
The check
To search out out, we headed to the wind tunnel at Silverstone Sports activities Engineering Hub. It is a cycling-specific wind tunnel, and it permits us to measure the CdA (Coefficient of Drag x Space) of a given merchandise.
CdA is actually a measure of how simply one thing strikes via the air. The ‘Cd’ portion (Coefficient of Drag) pertains to how simply air passes over an merchandise’s floor, whereas the ‘A’ is the merchandise’s Space. Put merely, the larger an merchandise is, the extra air it would hit, however for those who change the merchandise’s form and floor materials, you’ll be able to cut back the Drag Coefficient. Because of this a bullet is extra aerodynamic than a coin of equal dimension, for instance.
We examined utilizing a Dice NuRoad SLT gravel bike, and ensured all the pieces other than the check variable remained fully unchanged between assessments, together with the wheels, tyres, crank place and so forth. This bike provided us the possibility to check a 3rd bottle on the underside of the downtube, however the principle cause we used it was for its tyre clearance, as a result of on the identical day we additionally examined the aero efficiency of varied highway tyre widths. The outcomes of that have been fairly surprising, concluding that 40mm tyres are doubtless sooner for most individuals.

We examined the next setups:
- No bottles
 - One bottle, mounted to the down tube
 - One bottle, mounted to the seat tube
 - Two bottles, on the seat tube and down tube
 - Two tall 750ml bottles, on the seat tube and down tube
 - Two empty bottle cages, on the seat tube and down tube
 - Three bottles, on the down tube, seat tube, and the underside of the down tube
 - A single Elite Aero time trial bottle, mounted onto the down tube
 - A single Elite Aero time trial bottle, mounted onto the seat tube
 - A pair of Elite Aero time trial bottles, on the seat tube and down tube
 
We examined the setups with out a rider. I admit it will be extra practical to check with a pedalling rider, however the accuracy of the outcome would have been misplaced given the small variations we have been attempting to measure. We opted for clear information with assured conclusions.
We examined every setup at 40km/h – my pondering right here was that anybody questioning what number of bottles to make use of and their supreme place might be racing, and sure doing shorter, tougher races. Beginner riders doing longer races or sportives, the place the speeds are extra doubtless slower, would prioritise carrying the additional gasoline, and for those who’re using over 40km/h, you are in all probability sitting in a bunch the place aerodynamic influence is decreased.
We examined at 5 yaw angles, in five-degree increments from -10° to +10°, to simulate the wind hitting the bike at varied angles.
Every seize – basically the interval throughout which the CdA measurement is taken – was held for 15 seconds, and if any surprising turbulence was discovered within the CdA readings (ie, if it randomly jumped up or down mid seize) we would repeat the check. Fortunately, every check recording was secure.

Confidence margin
We carried out a repeat of the primary configuration (no bottles or cages) on the finish of the day to know what kind of variance we may see in our outcomes, even earlier than we modified something.
We calculated the margin as 0.0385 watts or a CdA distinction of 0.00004 m². It is a very small margin, even for a check with out a rider, however one which’s reflective of the minimal interference we have been having. We did not must take away the bike from the stanchions, flip the cranks, or change wheels. Other than the addition and removing of bottle cages, all the pieces else remained untouched. We additionally managed to check all the pieces inside about an hour, so there was minimal temperature swing all through the check, and the machines had been given loads of time to heat up beforehand.
The caveats
As with all of our CN Labs tasks, Cyclingnews doesn’t declare that this information is the ultimate phrase on the aerodynamic efficiency of the gadgets included, however somewhat an extra stream of unbiased, unbiased testing and knowledge for our members.
The outcomes are merely consultant of our day of testing. We hope that being clear about our technique and our protocol permits readers to understand the information whereas additionally understanding the larger image.
We additionally perceive {that a} rider’s pedalling legs could have an effect on the airflow across the bottles and have an effect on any of the financial savings discovered. Nonetheless, we expect the bike-only information is effective and worthy of sharing.

The outcomes
When exhibiting the outcomes, I’ll begin by exhibiting the CdA of every configuration. I’ll then use these figures to quantify the ability required to pedal at a given velocity.
Usually, we’d use this system, which assumes all the pieces else (weight, drivetrain friction and rolling resistance) stays fixed:
Energy (watts) = 0.5 x AirDensity x CdA x Velocity^3
Nonetheless, given there may be fairly a sizeable weight distinction in including (full) water bottles to a motorbike, I will even issue within the extra energy required because of this weight.
For that, I’ll use this equation, which is a simplified model of the total equation however one that’s typically accepted as being correct at decrease gradients.
Energy (watts) = Weight x Velocity x Gravity x (Gradient ÷ 100)
Added collectively, this can give us the ability required to beat air resistance and gravity. In a real-world state of affairs, you’d additionally consider rolling resistance and drivetrain friction, however since we’re solely within the variations between every bottle setup right here, we’ll assume these components stay fixed and set them at zero.
Since we’re working with a motorbike solely, the CdA and weight are each small, and subsequently the ability required will probably be small. That is for comparative functions solely, we all know bikes cannot pedal themselves.
Nonetheless, for the sake of exhibiting the impact on a full rider, I will even apply the variations to a baseline rider with an arbitrary CdA of 0.3 and weight of 83kg. For this, I’ll set the no-bottle-cages setup because the ‘zero’, and alter the CdA and weight from there.
Within the graph above, I’ve ordered by CdA from lowest to highest, and added an approximate weight determine for every configuration (bottle, cage and liquid) to the facet.
From a purely aerodynamic perspective, there are just a few attention-grabbing factors we are able to infer from the information.
As we anticipated, the aero time trial bottles from Elite are extra aerodynamic than commonplace spherical bottles.
Operating a bottle on the seat tube got here out on the similar CdA as operating one on the extra conventionally used down tube, so everytime you need to run a single bottle, there isn’t a proper place to place it. Use whichever feels extra comfy for you.
If all-out velocity is what you are after, operating the Elite bottles is the answer, but when you do not have a set, you then’re higher off operating nothing in any respect. After all, that solely applies if you may make it via your chosen occasion with out water.
Maybe most attention-grabbing is that operating three bottles, with the third on the underside of the down tube, was sooner than operating two, and even sooner than operating two 750ml bottles.
That will help you quantify the variations, this is a graph that reveals how these CdA figures translate into watts required at 40km/h.
This reveals that from the quickest possibility, the Elite Chrono aero bottles require two fewer watts than the worst possibility, the 2 empty bottle cages.
Nonetheless, all the above is beneficial when using on the flat, however they ignore the influence of weight when using on hills. After all, most programs embrace a mixture of uphill and downhill, however to maintain this from turning into a 10000-word essay, I am going to concentrate on using uphill.
Utilizing the approximate weights for every configuration, I’ve calculated the ability required at 0%, 2.5%, 5%, 7.5% and 10% gradients.
The rationale I’ve carried out it at 5 totally different gradients is that I needed to point out how a lot the significance of weight grows as hills get steeper. Within the above graph, I’ve proven the lightest and heaviest choices in our check, no bottles vs three bottles; a swing of 1.8kg. At a gradient of 0%, the ability required to beat gravity is zero for each choices.
At 2.5% the baseline takes an extra 21.8 watts, rising to 26.7 watts once you add the three bottles, a distinction of 4.9 watts. At 10%, that very same 1.8kg weight acquire will value you 19.6 watts.
Right here you’ll be able to see that on flat terrain, the Elite cages save 0.9 watts in comparison with the no-bottles-no-cages baseline configuration. That saving shrinks to 0.4 watts once you begin climbing, and once you hit gradients of 5%, the extra weight begins to make itself identified, making you 0.2 watts worse off.
For the heavier choices, equivalent to two or three bottles, the variety of watts required grows considerably at larger gradients, with the heaviest possibility costing you a chunky 20.4 watts in comparison with the baseline. Bear in mind that is for the bike with out the rider although, so this determine is considerably exaggerated.
Right here, with our figures adjusted to imitate an actual rider, I’ve calculated at a barely extra attainable velocity of 30km/h. The entire cause for including a rider into the equation is to make it extra real-world relevant, however no one can trip uphill at 40km/h, so it made sense to regulate.
Right here, on the slower velocity, the obtainable financial savings are extra modest. There’s simply 0.4 watts on the desk between the baseline and the quickest possibility on flat terrain. Actually, all setups are inside simply half a watt. As quickly as you introduce any gradient, the obtainable aero financial savings are offset by elevated weight, even when the bottles are empty.
At 10% gradients, there is a 15-watt distinction between greatest and worst.

The takeaways
On flat roads, with regards to carrying water bottles in your bike, your quickest possibility is to make use of time trial bottles. Actually, even for those who do not want water, the bottles act as fairings that make you quicker. That could possibly be the Elite Chrono bottles as we have used right here, however there are many alternate options, together with the Tacx TT or the aero bottles that got here on the Trek Madone.
The financial savings are small, however not insignificant; within the area of half a watt at 30km/h, round one watt at 40km/h, or extra as velocity will increase. With regards carrying one bottle vs two or three bottles three bottles, and their optimum place, the variations are even smaller, albeit nonetheless vital for those who’re seeking to eke out each final second out of your efficiency.
Nonetheless, as quickly as you begin using uphill, these small financial savings are shortly offset by the rise in weight, that means for those who’re using primarily uphill, your quickest method is to not carry any bottles or cages in any respect. Nonetheless, that is solely relevant for those who can end your trip safely, with out dehydration or overheating. You will lose much more than the 15-watt deficit we noticed right here for those who fail to hydrate correctly otherwise you overheat.
Assuming you have labored out how a lot fluid you need to carry, the above information ought to hopefully be a helpful information on the easiest way to take action.
Conversely, it also needs to function a reminder of how marginal these beneficial properties are. Having carried out all of the maths right here, I just lately selected to run two spherical 750ml bottles in a gravel race. I knew I might be racing for round 4 hours, in temperatures round 25C/75F, and my common velocity could be within the area of 30km/h. With all that in thoughts, the aero penalty would value me 0.9 watts, however since I had plans to shelter in teams, that may be decreased additional. The burden penalty would value not more than 4 watts on the steepest kicks, however much less on common. The advantages, nevertheless, could be an additional 500ml of water that I may use to hydrate and funky myself (on prime of the power drink I had in a hydration pack), avoiding the necessity to cease at feed stops, and saving me much more time in the long run.
Importantly, we additionally did some testing on hydration packs on the identical day, together with a check carrying the hydration pack inside a skinsuit vs on prime as regular, in addition to assessments with the Rule 28 Gravel Go well with, which holds the hydration bladder in a sleeve on the rear. We’ll share the information for that quickly.
However to return to the very starting, my pal was proper. Empty bottle cages are certainly slower. On flat terrain, they’re half a watt slower than no bottle cages in any respect, though that saving shrinks to only a tenth of a watt when in comparison with leaving your bottles in place.

