The side in control of the air tends to win, Austin Vernon notes:
At a minimum, dominant air power is a massive force multiplier that allows the side wielding it to take significantly less casualties than its opponent. Aircraft can uniquely disrupt supply lines, command and control, and troop concentrations. The forces on the losing side must drastically alter their tactics to survive, limiting their ability to attack or defend.
Another feature is that air-to-air battles tend to be lopsided. It is more common to see 20:1 or 10:1 kill/loss ratios than even matches. For example, the F-15 has 104 kills and zero losses since entering service in 1976. The defining factors have been pilot quality, aircraft performance, weapon performance, and sensor capability (radar, airborne early warning aircraft, etc.).
US airpower was so dominant in the 20th century that most opponents focused on building ground-based anti-aircraft defenses. An arms race developed between these anti-aircraft missile batteries and ever more sophisticated aircraft, weapons, and tactics on the US side. Stealth to avoid detection, cruise missiles to avoid risking aircraft, and highly specialized tactics and weapons to defeat anti-aircraft batteries are an outgrowth of this competition.
Drones are not a new category but dramatically reduce the cost of some existing functions:
FPV Drones → Attack Helicopters
Advocates of rotor aircraft thought they would dominate the battlefield in the 60s, 70s, and 80s, to the detriment of traditional armor. It didn’t happen because helicopters are vulnerable to air defenses, including shoulder-fired missiles and anti-aircraft guns.
First Person View (FPV) kamikaze drones that cost <$1000 or slightly larger reusable drones are bringing this prediction back from the dead. They are still vulnerable to air defense, but it is irrelevant given their cost. Ground forces will need to make many adjustments, similar to when anti-tank guided missiles made WWII-style tanks obsolete in the 1960s and 1970s.
Bomber Drones → Attack Helicopters (pt. 2)
Some missions call for slightly larger munitions than disposable FPVs can justify, and “bomber” drones that weigh around 25-50 kg and cost $10,000 fill the void. They mostly fly at night to increase survival rates and often use satellite communications, like StarLink, to avoid jamming. Missions are attacking parked vehicles, mining roads, and dropping grenades on infantry. These drones are much more powerful than FPVs and are worth the price if they can survive a few missions.
Recon Drones → Scout Helicopters and Forward Air Control Aircraft
Scouting for artillery, ground attack aircraft, and attack helicopters has long been a scarce resource, even for the US military. Infantry and armor units still had to self-scout with limited visibility.
Small recon drones, often off-the-shelf commercial models, bring top-tier scouting down to the squad level. Their cost makes using them sustainable, while many large drones, like the US Predator, are obsolete in high-intensity battles because of their price and vulnerability to air defenses.
One-Way Attack Drones → Cruise Missiles
Cruise missiles have a unique ability to attack heavily defended targets in the opponent’s rear, but their price limits their number.
Propeller-powered one-way attack drones can cost as little as $50,000 instead of $1+ million, increasing volume. The overall impact has been much more muted than FPV and recon drones because these drones are so easy to shoot down and have small payloads that limit what targets they can be effective against. They travel slowly, roughly the same as a car on the interstate, to meet cost goals and extend range. Their utility plummets once the opponent adapts to shoot them down with cheap weapons, like guns on trucks and helicopters, cheap interceptor drones, or electronic warfare. The drones can still provide net benefits if they temporarily overwhelm air defenses, force the enemy to expend significant organizational resources to counter them, or the targets are valuable enough.
Interceptor Drones → Man Portable Anti-Aircraft Missiles
Militaries developed man-portable anti-aircraft missiles to counter helicopters and low-flying aircraft, but they are much too expensive and complex to counter drones.
Instead, small racing-style drones that cost no more than a few thousand dollars ram or explode near targets. Their prey is primarily more expensive attack drones and higher-tier recon drones that cost $30,000-$200,000.
There are some experiments with drones carrying shotguns and other air-to-air weaponry to deal with the smallest FPV and recon drones. Time will tell if these are viable.
He projects some trends:
Barbell Procurement Strategy
The battlefield is so hostile that drones must be cheap enough to be expendable or capable enough to avoid all air defenses. The somewhat fancy $100,000 recon drone is probably in no-man’s-land. Large drones without sophisticated countermeasures, like the US Global Hawk or Predator/Reaper family, are obsolete outside the most permissive airspace. Even drones that were considered cheap before the war in Ukraine, like the Turkish TB-2, have been sent to the scrap heap.
One of the only viable(?) large drones currently in use is the pricey US RQ-180 because of its size and modern stealth features. Traditional cruise missiles also continue to be viable for deep strikes.
Small Eats Large
Drones aren’t automatically cheaper than legacy systems like helicopters or strategic reconnaissance platforms. Radical reduction in size and complexity is the best way to achieve this.
Better electronics and cameras have allowed recon drones with mass measured in grams. Or a shaped charge driven by an FPV drone into the weakest part of a vehicle’s armor can be much smaller than traditional anti-tank missile warheads.
Battery-electric powertrains can shrink much more than engines can, and these drones have disrupted short-range, low-speed categories much more than long-range or high-powered missions.
The success rate of these drones is often low, between 10%-50%, and many targets need multiple hits. However, the low cost of small drones means the math is favorable and similar to artillery shells.
Single Function Dominates
Drones can only be small and cheap if they are highly specialized for one task. Examples include anti-vehicle, anti-personnel, high-value targets ~30 km behind enemy lines, hitting enemy drones, dropping mines or supplies, etc. Many of these categories even have further specialization within them.
Paths with Faster Iteration Win
Things change fast since small drones are a relatively new technology. Pathways that allow quick adjustments can outcompete slow paths. Small and single-function platforms can increase iteration speed.
Slow, electric drones have massive advantages in operating footprint and costs, he notes:
Fuel
Fuel is one of the biggest concerns for modern militaries. The US military often assumes a fuel cost of hundreds or thousands of dollars per gallon to deliver to war zones for planning. The volume of demand in a high-intensity conflict could reach the level of economies like Japan. Aircraft are often the largest fuel consumers.
These drones require a fraction of the energy of high-performance aircraft and can often use electricity instead of fuel. The AEW scout battery pack would only be a few pounds and could charge with a tiny solar panel. Models like the tactical bomber, air-defense fighter, or air superiority fighter have batteries small enough to swap by hand. A few standard-size solar panels could provide enough juice for one sortie per day and don’t require vulnerable centralized infrastructure.
Infrastructure
An aircraft’s weight and stall speed plays a large part in determining runway length and quality. Small, slow drones need minimal airstrips, if they need them at all. There is no need for traditional air bases.
Parts/Maintenance
The US military prefers “module-based” maintenance. Techs change an entire radar module instead of diagnosing and fixing a certain subcomponent to reduce labor hours and the number of parts in stock.
Many drones would cost as much as a typical module, and there would be no reason to bother with parts or repairs. The need for techs and parts management would be minimal.
Battery-electric powertrains are reliable compared to jet engines and should be able to fly hundreds or thousands of hours before replacement without maintenance.
Training
Fighter pilots are the most valuable rank-adjusted human capital in any military. One great pilot can make a meaningful difference in an entire war by helping to clear the skies. Selection is intense, and training is very slow. Simulators help, but learning to fly a $100+ million fighter jet doesn’t happen overnight.
AI pilots take more effort to train initially but can replicate as needed. The burden for any human pilot/manager will be lower given the narrower mission of drones than multi-role fighters. The low cost of the platforms means both AI and humans can train constantly on real aircraft instead of using simulators. Battles can be live instead of simulated without endangering human pilots, improving the quality of training.
Sortie Rate
Most fighters need full crews to turn the aircraft around and keep it flying. Each airframe only has so many hours without full refits. Many aircraft struggle to fly one sortie per day. A low-maintenance, battery-electric drone with swappable batteries could fly 20-22 hours each day.
The sortie challenge would be especially beneficial for countries like Taiwan. China constantly flies fighters at the edge of Taiwan’s air defense identification zone, which forces Taiwan to send fighters to intercept them, wearing down airframes and pilots. A constant picket of drones would negate this strategy.
Shipping
Munitions, especially bombs, are the biggest logistical challenge after fuel. Manned aircraft tend to drop large bombs that are overkill because of their limited sortie rates and the risk each mission entails. Drones with high sortie rates can use small bombs that make the drone more practical and reduce total tonnage dropped as each target gets the appropriate amount instead of a truck getting vaporized by a 2000 lb bomb.
Which branch should take on the drones?
The Air Force loathes low-performance aircraft and is skeptical of deleting human pilots. Its budget mostly goes towards capabilities that the drone air force isn’t replacing, like deep strike, high-end fighters, or the nuclear umbrella. Deleting these platforms makes little sense when they still provide key capabilities (hedging!) and are in the phase where unit cost is falling. For those reasons, the Air Force is a poor choice to raise the drone force, and its job is to ensure its aircraft are protected from small drones when parked.
Thankfully, the US has four air forces to choose from, three of which already operate high-end aviation (Air Force, Navy, Marines).