Key takeaways
- Corded reach equals pool length plus width plus outlet distance, plus 5-8 ft of slack.
- Cordless runtime of 90-180 minutes covers small pools easily but strains past about 40 ft.
- A dirty corner that repeats every single run is the clearest sign a robot's reach is too short.
- A robot that bumps walls and finishes early in a small pool is oversized for the job.
The robot stops eight feet short of the far wall, cord stretched into a straight line across the deck, motor still humming like it wants to keep going. It cannot. The cable ran out three minutes ago, and that stretch of wall has never once been touched.
That scene plays out in backyards everywhere, and it has nothing to do with a broken robot. It is a sizing problem, the kind that gets decided the day someone measures the water wrong, or skips measuring it at all.
Here is the walkthrough I used to run before anyone paid for a robot: measure the pool, work out the cable or runtime math, match cycle time to square footage, then check the symptoms that reveal a bad fit in either direction.
Start with a tape measure, not a spec sheet
Every sizing decision rests on three numbers, and none of them require a robot in hand to collect. Grab a tape measure, or pull the builder’s drawing if you kept one, and write down pool length, pool width, and the distance from your outlet to the water’s edge.
Depth matters less than shape here. A rectangular 16×32 ft pool and a freeform pool with the same surface area need roughly the same reach, though the freeform shape costs a robot more time per cycle because it cannot cross in long straight lines.
Pro tip
Measure from the actual GFCI outlet you plan to use, not the nearest wall. An outlet mounted twelve feet back from the coping adds twelve feet to every reach calculation, and that twelve feet is exactly what gets forgotten at checkout.
The cable math a corded robot lives or dies by
Reach is arithmetic, not a spec you trust blindly. Add pool length, pool width, and outlet-to-water distance, then add another 5-8 ft of slack so the robot can roam corners without towing a taut line behind it.
A 40 ft pool with an outlet 10 ft back needs roughly 50 ft of usable cable before slack, which pushes most buyers toward a 60 ft cord, about the longest commonly sold. Push much past that and the cord itself becomes the problem, since extra length adds drag and weight that fights the drive motors on every lap.
| Pool length + width | Typical outlet distance | Cable you actually need |
|---|---|---|
| Up to 40 ft combined | 5-10 ft | 40-50 ft cord |
| 40-55 ft combined | 5-10 ft | 55-60 ft cord |
| Over 55 ft combined | 10 ft or more | Two shorter cycles, or a cordless second pass |
Undersized cable produces one unmistakable symptom: the same far corner is dirty after every run, while the rest of the floor looks great. That is not a coverage pattern glitch. It is a math problem, and no firmware update fixes a cord that is physically too short for the pool.
Cordless sizing: trading rope for runtime
A cordless robot swaps the reach question for a runtime question. Instead of asking how far the cable stretches, you are asking whether the battery pack holds enough charge to cross the whole floor, more than once, before it quits.
Typical cordless runtime lands between 90 and 180 minutes. On a small rectangular pool under 30 ft, that covers two or three full passes. On a 45 ft freeform shape, the same battery pack might manage one loose pass before it heads for shallow water or simply stops.
Above-ground pools are the easy cordless case, since most are small, flat, and simple in shape; a compact unit like the Aiper Scuba S1 can clear one on a single charge with runtime to spare. Large inground pools ask more of a battery than most packs are built to give, which is a big part of why corded machines still dominate anything over about 40 ft.

Match cycle time to your pool’s square footage
Cycle time and square footage have to agree, or the robot finishes early and leaves work undone. A standard 1.5-3 hour cycle time comfortably covers pools up to roughly 600-800 sq ft in one systematic pass.
Bigger water needs one of two fixes: a longer cycle setting, if the model offers one, or two scheduled runs instead of one. A 1,200 sq ft pool stuck on a fixed 90-minute cycle will show gaps, not because the robot is weak, but because the clock ran out before the floor did.
Debris load bends this math too. A pool under heavy tree cover fills its basket faster, and a packed basket drags cleaning power down for the rest of the cycle, which quietly shrinks the coverage a long cycle time was supposed to deliver.
Signs your robot is too small for the pool
- One corner or one full wall is dirty after every run, while the rest of the floor is clean.
- A cordless unit returns toward the shallow end or shuts down with a visible line of undisturbed grit behind it.
- The basket packs solid halfway through the cycle time on a leafy pool, and suction noticeably weakens after.
- The cord lies in a straight, taut line across the deck instead of coiling loosely as the robot works.
Any one of those alone might be a fluke. Two or three together, run after run, mean the machine’s reach or runtime is genuinely smaller than the pool asking for it.
Signs your robot is too big a job for a small pool
Oversizing is quieter but just as real. A large, powerful robot dropped into a 12 ft plunge pool spends most of its cycle time bumping the same four walls and recrossing water it already cleaned.
Watch for a cycle that finishes in a fraction of its rated time, a robot that seems to thrash near walls instead of gliding, or a cord pile big enough to tangle itself before the robot even reaches the far end. None of that is dangerous. It is simply capability you paid for and are not using, and a compact model would turn tighter, finish sooner, and usually cost less to begin with.
“I bought the biggest one on the shelf for a pool the size of a hot tub. It works, but it acts like it’s annoyed the whole time,” an above-ground pool owner told me at a spring open house.
A sizing walkthrough for one real pool
A reader wrote in last spring with a straightforward case: an 18×36 ft inground pool, gunite finish, deck outlet sitting 9 ft from the water. Here is the walkthrough in the order I actually use it.
Length plus width came to 54 ft. Add the 9 ft outlet distance and the running total hit 63 ft, before slack. Add 6 ft of slack for corner roaming and the honest number was 69 ft, further than any standard cord reaches.
Two paths close that gap: split the pool into two shorter, supervised cycles with careful cord payout, or step up to a cordless model with a coverage pattern strong enough to manage the distance on battery power alone, accepting that one charge might only deliver a single thorough pass. He went cordless, ran it twice a week instead of once, and reported full coverage within a month of adjusting the schedule.

Getting the size right the first time
Three numbers decide almost every sizing question: pool length plus width, the distance to your outlet, and how much time or charge the robot needs to cross that space more than once. Work those out before comparing a single spec sheet.
A robot sized correctly for its pool does the whole job quietly, cycle after cycle, and that is worth more than any headline feature bolted onto a machine that simply cannot reach the water it was bought to clean.
Frequently asked questions
Can one robot handle a pool with an attached spa?
Usually only if the spa sits at the same water level and the robot can drive between the two without a lip or step blocking the path. Raised spas with a spillway are typically off limits, since the robot cannot climb into them, so plan on cleaning that separate volume by hand. Check the connecting opening's width against the robot's body before assuming it fits through.
Does a longer cord slow a corded robot down?
A little. Extra cable adds drag and weight the drive motors have to pull along, which is part of why manufacturers cap cords around 60 ft rather than selling 100 ft options. Within the normal 40-60 ft range the difference is minor, but a robot dragging the maximum length through a small pool will feel noticeably less nimble than one running on a shorter, better-matched cord.
Does the size math change for a freeform or kidney-shaped pool?
The reach and runtime numbers stay the same, but coverage takes longer. A robot cannot cross a curved pool in the long straight passes it uses on a rectangle, so a freeform shape with the same square footage often needs 20-30 minutes more cycle time to reach every alcove. Budget the extra time rather than assuming the shape demands a bigger robot.
Is it ever worth buying two robots for one large pool?
Occasionally. On pools well over 1,000 sq ft with heavy debris, some owners run two budget or mid-tier machines on staggered schedules instead of one premium unit. It rarely beats a single well-matched robot on price, but it can beat it on total coverage time when one cycle cannot finish before dark or before the next load of leaves arrives.
Do above-ground pools need the same reach math as inground pools?
The formula is identical, though the numbers are usually smaller and simpler, since most above-ground pools are round or a short oval with the outlet close by. The bigger variable there is climbing ability, not reach, because soft vinyl walls rarely support wall-climbing robots regardless of how much cord or battery they carry.