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How airlines decide which plane to use

Sam Denby reveals a counterintuitive truth: the most inefficient aircraft in United's fleet exist not because of bad planning, but because of a union contract designed to protect pilot pay. While most travelers assume airlines simply match plane size to passenger demand, Denby exposes how labor agreements force carriers to fly smaller, less efficient jets on routes that could easily handle larger ones. This is not just an operational quirk; it is a multi-billion dollar structural constraint that dictates where you can fly, how much you pay, and what kind of seat you get.

The Scope Clause Trap

Denby begins by dismantling the idea that fleet decisions are purely economic. He notes that while low-cost carriers like Southwest streamline their operations to a single aircraft type for maximum efficiency, legacy carriers like United operate 28 different variants. "Each additional aircraft variant in a fleet adds very real cost through increased operational complexity," Denby writes. "Maintenance costs more. Crewing is more complicated. Even airport operations get less efficient." This observation is crucial because it highlights the immense friction legacy carriers face compared to their nimble competitors. The inefficiency is not accidental; it is a byproduct of a system where labor rules supersede operational logic.

How airlines decide which plane to use

The core of this friction lies in the "scope clause," a provision in collective bargaining agreements that limits how much work can be outsourced to regional partners. Denby explains that major airlines like United, Delta, and American do not actually operate their smallest jets; they are flown by regional subsidiaries like SkyWest or Envoy. Because regional pilots earn significantly less—"a first-year captain at Sky West... earns $141.40 per flight hour, whereas a first-year captain at United mainline makes a minimum of $342.75"—the unions fight to restrict the number of these cheaper flights. The result is a bizarre artificial ceiling on regional aircraft size. United is allowed to fly 50-seat jets freely, but anything larger is strictly capped at 255 aircraft, with no more than 153 having 76 seats. Denby points out the absurdity of this constraint: "They can only fly up to 255 70 and 76 seat aircraft, of which no more than 153 can be 76 seats. Looking at United's fleet inventory, they fly exactly 255 70 and 76 seat aircraft." This precision suggests the airline is constantly walking a tightrope to maximize utility within a rigid legal framework.

"The composition of this subset is almost entirely dictated by section 1 C1 of United's fiercely negotiated collective bargaining agreement with the Airline Pilots Association."

Engineering Around the Rules

Perhaps the most fascinating part of Denby's coverage is how United and manufacturers like Bombardier and Embraer have engineered physical aircraft to bypass these legal limits. The result is a fleet of planes that are technically compliant but operationally strange. For instance, to fit premium cabins into the 50-seat limit, United worked with Bombardier to create the CRJ 550. Denby describes it as "technically... its own distinct aircraft model" that is physically a 70-seater but legally a 50-seater. To achieve this, they removed economy seats to add First Class and even installed luggage lockers to prevent gate-checking issues. But the workaround goes deeper. Because the scope clause also limits the maximum takeoff weight for 50-seat jets to 65,000 pounds, the CRJ 550 uses software to artificially cap its fuel load. "Strangely, despite lighter passenger loads, the CRJ 550's range is lower than that of the heavier loaded CRJ700 despite being physically outfitted with the exact same fuel tanks," Denby observes. This is a stunning example of artificial inefficiency: a plane that cannot fly as far as it physically could, simply to satisfy a union contract.

Similarly, the newer, more efficient Embraer E175-E2, which offers 16 to 25% better fuel burn, is banned from US skies because its maximum takeoff weight exceeds the scope clause limit by 13,000 pounds. Denby notes that "no US airline operates it," a fact that underscores how labor agreements can stifle technological adoption. Critics might argue that this protectionism keeps regional pilot wages from collapsing, which is true, but the cost is passed on to passengers in the form of higher fares and older, less efficient aircraft. The trade-off is stark: higher pay for a few thousand pilots versus higher costs and worse technology for millions of travelers.

Business Travel vs. Leisure Demand

Beyond the union constraints, Denby shifts to how airlines allocate aircraft based on passenger behavior. He draws a sharp distinction between leisure travelers, who prioritize price, and business travelers, who prioritize timing. "Business travelers, meanwhile, care far more about timing. They might have a meeting that ends at 2 p.m. Then they want the fastest itinerary leaving soon after that," Denby writes. This behavioral split drives a counterintuitive strategy: airlines often serve high-demand business routes with smaller planes to increase frequency. Denby illustrates this with the comparison between Chicago to Burlington and Newark to Pittsburgh. While Burlington gets a mix of large and small planes, Pittsburgh—despite being a bigger market—is served by eight daily flights on smaller regional jets. "It's a bigger destination, but it's served by smaller planes," Denby notes, explaining that the goal is to offer a flight every two hours to capture the business traveler who cannot wait for a single, fully-loaded mainline departure.

This strategy highlights the profitability of the business traveler. Even if they are a minority of passengers, they generate disproportionate revenue. Denby argues that "they book close to departure, pay for premium cabins, and fly more frequently." Consequently, the aircraft choice is less about filling seats and more about capturing the right kind of seat. The CRJ 550, with its added First Class and improved legroom, is specifically designed for these competitive midsize markets where United needs to compete with Delta and American for the corporate dollar. In contrast, older, cramped jets like the CRJ 200 are relegated to monopoly markets where passengers have no choice, such as Cheyenne, Wyoming. Denby aptly calls the CRJ 200 "Satan's Chariot," a nickname that reflects the airline's willingness to deploy subpar equipment where competition is absent.

The Future of Capacity

Finally, Denby addresses how United plans to grow its capacity in a system where airport slots are capped. With hubs like New York, Chicago, and Houston reaching their physical limits, the only way to add more passengers is to make the planes larger. Denby explains that "an aircraft only ever takes one gate, one landing slot, and one air traffic controller, no matter if it's a tiny CRJ 200 or a massive trip 7." This logic drives United's massive order for the Airbus A321 Neo, a plane that is replacing the aging 757-300. The A321 Neo allows United to add more seats per flight without needing more slots. Looking further ahead, the airline plans to use the A321 XLR for long-haul routes, effectively replacing the 757-200. "United's strategy for growing along with US air traffic demand is to simply make its aircraft larger," Denby concludes. This is a pragmatic response to infrastructure stagnation, but it also signals the end of the era of frequent, small-plane service on many routes. As the fleet shifts toward larger, denser aircraft, the flexibility that once allowed for high-frequency regional service may diminish.

"United's strategy for growing along with US air traffic demand is to simply make its aircraft larger."

Bottom Line

Sam Denby's analysis is a masterclass in connecting the dots between labor law, engineering constraints, and market strategy. The strongest part of his argument is the revelation that the "inefficiency" of the US regional fleet is a deliberate feature, not a bug, designed to protect pilot wages at the expense of operational elegance. However, the piece slightly underplays the long-term risk of this strategy: as fuel prices rise and the E175-E2 remains grounded, the cost of maintaining this artificial fleet structure could become unsustainable. Readers should watch how United navigates the next round of union negotiations, as any relaxation of the scope clause could trigger a rapid, and potentially chaotic, fleet overhaul.

Sources

How airlines decide which plane to use

Why airlines fly which plane where is mostly demand. Big planes fly to big places, small planes fly to small places. But it's not all demand. An incredible nearly endless array of factors dictate the rest of it.

While each airline is unique and how it decides which aircraft to fly. As an example, United Airlines has 28 different aircraft variants. This is quite inefficient. You can tell it's inefficient because lowcost airlines like Southwest and Ryionaire streamline their fleet down to one aircraft type.

Each additional aircraft variant in a fleet adds very real cost through increased operational complexity. Maintenance costs more. Crewing is more complicated. Even airport operations get less efficient.

So each of United's 28 aircraft variants must somehow be justified. And perhaps the most convoluted justifications occur within the regionals. the very smallest aircraft in the airlines fleet. The composition of this subset is almost entirely dictated by section 1 C1 of United's fiercely negotiated collective bargaining agreement with the Airline Pilots Association, the union representing its pilots.

This is what's referred to as the scope clause, and it essentially limits how much flying United can outsource to regional airlines. In the US, smaller aircraft are not technically operated by the major airlines whose name are on the aircraft, United, Delta, and American. Rather, they're operated on their behalf by regional airlines like Sky West, Envoy, and PSA. The unions don't love this because it's pretty overtly a way to circumvent the higher pay rates they've negotiated.

The pilots and cabin crew at the regionals are typically either non-union or represented by weaker unions. While United, Delta, and American consistently have more bargaining power than with their own staff since they can respond to cost increases at one regional by shifting flying to another. So this manifests in dramatically lower pay scales. A firstear captain at Sky West, which flies United CRJ200s, 550s, 700s, and E175s, earns $141.40 per flight hour.

whereas a firstear captain at United mainline makes a minimum of $342.75 for that same flight hour. So to protect their pay, United's collective bargaining agreement, which is quite similar to Delta and Americans, sets strict limits on how much flying the regionals can do. They're allowed unlimited flying on 37 seat turborops, although in practice, United hasn't flown turbo props since 2018. They're also allowed to operate as many 50 seat jets as they ...