One of the most difficult issues for operators to manage is keeping audiences engaged between seasons of popular content. Knowing when to extend or shrink that gap depends on having reliable data about audience behavior.
The success of HBO Max's The Pitt has prompted something of a rethink across the streaming industry. The medical drama, produced on comparatively modest episode budgets of around $4 million per episode and returning annually in a January slot, has demonstrated something the industry had almost forgotten: a reliable release cadence builds loyal audiences.
In the past decade, the streaming industry has gone on a journey from binge-watching being the main game in town to the reintroduction of weekly episodes. But this is not about drops within a season, it is about the gaps between the seasons themselves.
New research from Ampere Analysis puts hard numbers on the changes that have occurred. The average gap between seasons of scripted originals on major streaming platforms nearly doubled between 2020 and 2025, rising from 12 months to 21 months. A decade ago, the average was just 10 months. The gap widened most sharply during the pandemic and again during the 2023 US labor strikes, plateauing last year for the first time.
Moving the production schedules for whole seasons is a far more challenging prospect than deciding when to schedule episodes that are already in the can and just looking for a spot on the calendar. But according to widespread industry reporting, multiple major platforms are looking at doing just that. They are actively restructuring production timelines, commissioning second seasons before first seasons premiere, and opening writers' rooms mid-post-production in pursuit of a pre-streaming, network-style annual rhythm.
The consequences of these ballooning gaps are clearly visible in subscriber behavior. In Q1 2026, 54% of US respondents to an Ampere survey said they would be likely to cancel a subscription they were not using often enough. The industry already knows what happens when subscribers leave: it has been calculated that major global streamers collectively lost $6.3 billion to churn in 2025 alone.
For platform operators outside the US majors, these numbers are alarming. Subscribers do not distinguish between a gap caused by a writers' strike, a complex production schedule, or a slower commissioning cycle. When there is nothing to watch - they head off somewhere different to find something else.
It is, of course, not possible to accelerate the production of all content. So, what service providers need is analytics capable of identifying risk-prone subscribers during inter-season gaps. This analysis needs to be delivered weeks before any possible cancellation event when behavioral signals first change.
That is not the only technique they need to employ either. Efficient recommendation and personalization engines that can sustain engagement through catalog content are vital, as is the ability to surface related programming and to make effective editorial placements when tentpole originals are absent.
For operators managing multi-market services with varied content libraries and subscriber bases, these requirements are made even more complex by the need to act on local audience intelligence rather than rely on platform-wide averages. A subscriber cohort in one market may tolerate an 18-month gap on a particular series; another elsewhere may show churn signals within six months. Two very different outcomes can both be in play, with the knowledge governing which is which dependent on the quality of the data and the responsiveness of the systems acting on it.
Sometimes the pendulum swings the other way. Ampere has also found that high-profile shows with gaps of more than 30 months between seasons, typically in the science fiction and fantasy genres, achieved the highest engagement across existing seasons in the premiere month of new content.
It calls this the Stranger Things Effect, as viewing of existing Stranger Things content rose by 300% in the second half of 2025, ahead of its fifth and final season. Strong first-season viewing suggests that new audiences were discovering the series too alongside returning fans refreshing their memories of what made it so attractive in the first place. Wednesday, also for Netflix, and Severance for Apple TV followed similar patterns ahead of strong second seasons.
These shows though are very much the exception. “While extended gaps may generate anticipation around flagship titles, they can also encourage audiences to cancel subscriptions and return only when major shows are back on screen,” states Ampere, echoing the dilemma that less high-profile content also faces.
While extended gaps can generate significant launch-window engagement for highly-anticipated seasons, it is a risky process that can also create prolonged periods of subscriber vulnerability.
The key, as usual, lies in data analysis. The platforms best positioned to manage this tension are those with the clearest view of how individual subscriber segments behave during enforced content gaps. That way they can ascertain which audiences maintain engagement through catalog browsing, which respond to editorial curation and recommendations, and which begin showing early churn signals.
The Pitt drops 15 episodes per series as opposed to the current streaming norm of 8-10. While $4 million per episode is low by high-profile US drama standards, that is still a $60 million series on production costs alone, which is a lot of money to find repeatedly every year. It is not a model that will fit all content. Where it doesn’t, the operators who can understand viewer reaction to the absence of content as well as the release of it, will be the ones best placed to protect the investment they have made in producing or acquiring any new series.