Man, I'm so frustrated. I was following like 4 good shows and out of nowhere they cancel everything. It seems like Netflix finds a series in 2 seasons and just pulls it off the air. How do they decide which shows to keep and which to cancel? Is there some metric we don't know about?
Netflix doesn't actually cancel more series than other platforms do - the difference is that we watch Netflix and get way more angry when we lose a show there. But I get that it's become frustrating. The thing is, they use metrics that are pretty different from what we'd imagine. It's not just total viewership - it's production cost versus how many minutes people actually watch, how long it takes to recover the investment, whether the series attracts new subscribers or just keeps the current ones. A series that has a small but super engaged fandom might be less profitable for them than one with more scattered views.
There's also the dynamic where something new is always more attractive to the platform than continuing to fund an existing series. When you cancel a series after 2 or 3 seasons, that budget goes to 10 different pilots, because theoretically a new hit could generate more buzz. It's a pretty risky and frustrating model for people who love following a story at their own pace, but it makes financial sense to them - at least that's what they believe. The problem is that this created a generation of series with no decent endings, so naturally people get mad about it.
I understand the frustration, but here's the thing: Netflix uses algorithms that measure views, retention, and how much time people spend watching, but they never release the actual numbers! They can cancel a cult series that has a devoted audience because the algorithm sees that only 30% of subscribers clicked on it, while some more generic series that attracts more casual viewers stays on.
What nobody says is that they also prioritize quantity over quality to make it look like they're investing in new content. They cancel good series because a second season costs a lot and the return in raw numbers (not in quality) doesn't add up compared to a new, cheaper-to-produce series. It's pure financial math, nothing to do with which show is actually better!
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