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Why does Netflix cancel so many good shows?

Netflix has developed a reputation for being quick to cancel shows, even ones that have strong followings and critics love. This has led to frustration among viewers who get invested in a new series only to see it abruptly discontinued after a season or two. So why does Netflix pull the plug so often? There are several factors at play.

Netflix Prioritizes New Subscribers Over Retention

Unlike traditional networks, Netflix makes its money directly from subscribers rather than through advertising revenue. This means its top priority is gaining new subscribers rather than retaining existing ones. Canceling shows—even popular ones—after a few seasons allows Netflix to free up resources to invest in new original content that might attract new subscribers. Retaining existing shows does not help Netflix grow. This subscriber-driven model is likely a major reason why Netflix appears quicker to cancel shows than conventional TV networks.

Algorithms Guide Cancellation Decisions

Netflix relies heavily on data and algorithms to make decisions about its content. It tracks viewing statistics and other metrics to gauge how popular a show is and whether it’s worth continuing to invest in additional seasons. Shows that see declining viewership over time are prone to cancellation even if the overall numbers are still relatively good. By looking at the data, Netflix aims to cut shows before they become unprofitable. While fans may feel outraged when their favorite show gets canceled prematurely, the cold, hard numbers do not lie. Netflix’s algorithms guide a ruthless cancellation strategy.

Original Shows Are Costly to Produce

Making high-quality original programming does not come cheap. Netflix invests millions into shows that often require big budgets to pull off elaborate production design and visual effects. The cost rises with each season as cast and crew salaries also increase over time. Netflix has to be selective in determining when the expense of continuing a show outweighs the return in terms of attracting and retaining subscribers. The high production costs of originals make it difficult to justify renewing them beyond a couple seasons except for the very biggest hits.

Binge Culture Favors Limited Series

Netflix popularized the trend of binge-watching, releasing entire seasons at once so viewers could watch episodes back-to-back for a complete story experience. However, this model also enables—and arguably encourages—viewers to cancel their subscriptions once they have binged through the content they cared about. In some cases, subsribers only keep Netflix long enough to binge their favorite show’s new season when it drops. They then cancel until another season comes out. To combat this “binge and bail” behavior, Netflix may greenlight shows as limited series with a set endpoint rather than open-ended runs that go on for many seasons. Limited series match viewing habits in the streaming era.

Data Shows Diminishing Returns on Long-Running Shows

Season Viewership
Season 1 10 million viewers
Season 2 8 million viewers
Season 3 6 million viewers
Season 4 4 million viewers

As evidenced by the table above, Netflix has found that shows often experience declining viewership with each successive season. While the early seasons draw in lots of eyeballs, interest gradually drops off over time. Renewing a show beyond 3-4 seasons means investing more resources for diminishing returns. The data clearly shows that viewer fatigue sets in, making it harder to justify long runs. Netflix has to cut shows before they completely fall out of popularity with subscribers.

Original Shows Face More Competition Than Ever

When Netflix first began producing original content, the field was fairly open and its shows could easily break out. But today, the streaming landscape has gotten extremely crowded. Netflix competes for attention with new platforms like Disney+, HBO Max, Apple TV+, and countless others churning out originals. With so many options, viewers are more selective in what they choose to watch. Gaining traction for new shows has gotten much tougher. Netflix has to be aggressive in eliminating underperformers in this hyper-competitive environment.

Shifting Company Priorities and Rebranding Efforts

Like any company, Netflix’s strategy is constantly evolving. Its interests today may not align with the shows it chose to pursue 5 years ago. As an example, Netflix has indicated plans to focus more on unscripted shows and live specials to differentiate itself from other scripted-heavy streamers. Long-running scripted shows may no longer fit the vision. Netflix may also cancel shows that don’t match its desired brand identity as leadership changes. Mass cancelations allow Netflix to shift gears more rapidly.

Tax Write-Offs for Canceled Shows

There are accounting considerations that may incentivize Netflix to cut shows faster. When a show is canceled, Netflix can write it off and claim tax deductions for the losses. This helps offset the huge investments made into content. While not likely a driving factor, the tax benefits of canceling shows sooner probably makes jettisoning programming an easier choice.

Pressure to Rein in Content Spending

For years, Netflix operated in growth mode securing billions in investment capital and running major operating deficits in order to scale up original content. But investors have become wary of the massive spending and want to see Netflix exercise more fiscal prudence. Eliminating existing shows provides an easy way to cut costs. Netflix is under more pressure to cancel programs to curtail its epic spending on content.

Conclusion

Netflix’s tendency to pull the plug on shows seemingly prematurely stems from its unique business model and priorities as a data-driven streaming service. Because it does not rely on traditional ad revenue, Netflix is hyper-focused on subscribers. Any shows that are not directly contributing to growth in their massive subscriber base are vulnerable to cancellation. Algorithms analyzing audience data drive most renewal decisions, not human emotions. Netflix’s priorities have also shifted over time as the competitive landscape changes. The combination of these factors leads Netflix to be more ruthless than old-school networks when deciding the fate of its programming. While fans are often frustrated to lose their favorite shows, Netflix believes this strategy serves its ultimate goal of dominating the streaming wars.