Netflix keeps making shows for critics and then cancelling them when ordinary Americans don't watch. A new analysis from odds platform CSB makes the pattern impossible to ignore: the shows most likely to get axed are the ones the press loved and the public ignored.

CSB calculated cancellation odds for every Netflix title still awaiting a renewal decision. They factored in how long Netflix has stayed silent — the company typically renews within 28 days of launch when it's confident — plus weeks in the Global Top 10, critic and viewer scores on Rotten Tomatoes and IMDb, and IMDb's live popularity index. The higher the score, the more likely the cancellation.

The show with the worst odds is "How to Get to Heaven From Belfast," a mystery-comedy from "Derry Girls" creator Lisa McGee that premiered in February 2026. It carries a 95% critic score on Rotten Tomatoes. It never once appeared in Netflix's Global Top 10. Five months later, Netflix hasn't said a word about a second season. Critics raved; audiences didn't show up. That gap — beloved by reviewers, invisible to viewers — is exactly where Big Entertainment keeps lighting money on fire.

"Beef" Season 2 tells the same story from a different angle. The anthology returned in April 2026 with a new cast and a fresh feud. Viewership cratered 60% compared to Season 1 in its first four days, according to Showbiz Cheat Sheet. But the show just landed multiple Emmy nominations, including Outstanding Limited or Anthology Series. Industry awards may yet save it — which proves the point. When the hardware matters more than the viewers, you know who the product is really for.

Meanwhile, shows that actual people watch are getting different treatment. CSB predicts strong renewal odds for "Man on Fire" and Korean drama "Teach You a Lesson" — both backed by viewership, not press clippings. The anomaly is "Nemesis," an LAPD crime drama starring Matthew Law. CSB gave it dim prospects: critics were positive, viewers lukewarm, and that gap usually means cancellation. Netflix renewed it anyway in late June. One exception doesn't break the rule.

This isn't just a Netflix problem. Across Big Entertainment, the same instincts are on display. Screen Rant reports that Marvel Studios is now positioning X-23 — played by Dafne Keen, who returned in "Deadpool & Wolverine" — as a potential Wolverine successor in the MCU. The difference matters: Marvel is at least chasing what fans want, extending a character audiences paid to see, rather than greenlighting projects designed to score points with reviewers.

Showbiz Cheat Sheet noted that Netflix has become "notorious among viewers for its unsentimental approach to cancellations, which sometimes leaves fans outraged and vowing to cancel the service." The real scandal isn't the cancellations — it's that Netflix and its peers keep making shows no one asked for, propped up by critic consensus and award campaigns, and then act surprised when the numbers come in cold.

The CSB data spells it out: serve the audience, or serve the industry. Big Entertainment keeps picking the latter. Subscribers keep picking the remote.