If you've put in months with an app, maybe finished the whole course tree, and you're still wondering when a real news article stops feeling like decoding a puzzle, you've probably already noticed the one answer nobody gives you: an actual number of weeks. That's not an evasion. Reading comfort doesn't arrive on a schedule, because it isn't one skill maturing on one timer. It's several things maturing at different speeds, and the honest timeline depends on which one you're actually asking about.
The more useful question isn't "how many weeks," it's "what specifically changes between where I am now and comfortable," because that tells you what to actually watch for instead of a countdown that will almost certainly be wrong for your case anyway.
Three different things people mean by "comfortable"
"Comfortable" gets used for at least three distinct experiences, and they arrive in a different order for almost everyone.
The first is survivable: you can get through an article, look things up when you need to, and walk away with the gist. Most app-taught learners hit this well before they expect to, often within a few months of consistent study, because it only requires enough vocabulary and enough grammar recognition to reconstruct meaning slowly.
The second is fluent enough not to stop: you can read a paragraph start to finish without your eyes snagging on an unfamiliar word or a clause structure you have to work out. This is the one people actually mean when they say "comfortable," and it takes considerably longer than survivable, because it depends on automaticity, not just knowledge. You can know a grammar rule perfectly and still have to consciously apply it every time you meet it, which is not the same as reading past it without noticing.
The third is comfortable with anything: the point where an unfamiliar topic, a formal register, or a regional variant doesn't send you back to stumbling. This one keeps moving for years, arguably for as long as you keep reading new material, and it's not a realistic short-term goal for anyone.
Most of the frustration around "how long will this take" comes from measuring yourself against the third definition while only having worked toward the first.
Why automaticity, not vocabulary size, is the actual bottleneck
App courses are efficient at building the first kind of comfort: they teach vocabulary and grammar as discrete facts, and discrete facts are something you can genuinely finish. Reading comfort in the second sense is different. It depends on how many times you've met a word or a sentence pattern in a context where you had to process it under time pressure, not how many times you reviewed it as a flashcard.
This is the actual reason a learner who scores well on a grammar exercise can still stall out on a real sentence: recognizing that a sentence uses reported speech in an exercise, where the exercise is telling you to look for it, is a different task from noticing it automatically while reading for meaning. The first is knowledge. The second is a trained reflex, and reflexes build through repeated, real exposure, not through a single pass of instruction.
That's the real timeline driver. It's not how much material you've covered, it's how much real text you've actually processed since covering it, which is why two learners who finished the identical app course can be months apart in reading comfort depending purely on how much reading either of them did afterward.
A realistic shape of the timeline, not a fixed number
For someone who has finished a beginner-to-intermediate app course, roughly the equivalent of A2 to low B1 on the Council of Europe's CEFR framework, and then starts reading real news consistently rather than more drills, the rough shape tends to look like this. It's a shape, not a guarantee, because topic familiarity, how close the language is to one you already know, and how consistent the reading habit is all shift it meaningfully in either direction.
In the first stretch of real reading, expect genuinely slow, effortful sessions. You'll look words up often, reread sentences, and finish a short article feeling like it took real work. This is not a sign the method is wrong. It's the same stage every learner passes through, and rushing past it by switching back to easier material just delays the automaticity that gets you out of it.
In the middle stretch, common vocabulary and simple sentence structures start resolving without conscious effort, while anything longer or more structurally complex still requires deliberate parsing. This is usually where people report the most frustration, because progress feels uneven: some sentences read almost naturally, others stop you cold, and it's hard to tell if you're actually improving.
Later, both word recognition and structural parsing for familiar patterns start happening automatically, and reading a topic you're used to seeing starts to feel closer to reading, not decoding. New topics, unfamiliar registers, or a regional variant you haven't read much of can still slow you down here, which is normal and not a sign you've regressed.
What actually shortens the timeline
Consistency of exposure matters more than session length. Fifteen minutes of real reading most days builds automaticity faster than an occasional two-hour session, because automaticity comes from repeated, spaced encounters with real patterns, not from total time spent once.
Reading material close to your current level also matters more than most learners expect. Text that's too far above your level forces constant lookup, which keeps you in the effortful, non-automatic mode of processing regardless of how much time you put in. Text that matches your level, checked against what a CEFR level actually implies for reading rather than guessed, lets you process enough of it without lookups that automaticity actually has room to build.
Topic and format familiarity compound this. Reading about subjects you already understand conceptually, in a format you've read a lot of, gets you more real exposure per minute than switching topics and formats constantly, even at the same nominal difficulty level.
The honest way to track your own progress
Rather than counting weeks, track the experience directly. Notice whether the same kind of article that took real effort a month ago now goes faster on a similar piece, using a practical way to check where you actually stand rather than a placement test. That comparison against your own recent past is a far more accurate signal than any fixed timeline, because it accounts for the topic, the difficulty, and the amount of real reading you've actually done, which a generic number of weeks can't.
If you want a rough sense of what the speed side of this looks like once automaticity starts arriving, a realistic look at reading-speed expectations by stage covers that in more detail. The two move together: as automaticity builds, both comprehension effort and raw speed improve, and neither one is a fixed-schedule outcome. It's a function of how much real text you've actually processed, and that part, unlike a calendar countdown, is something you're in direct control of every time you open an article.