Data & Research
Research and analysis on what actually goes wrong with 3D prints, which printers need the most help, and how often the community really solves the problem. Built on tens of thousands of real failed print posts.
I pulled first layer fix data from nearly 1,900 confirmed community fixes to find out which fixes actually work. The results challenge some of the most repeated advice in 3D printing troubleshooting.
PETG has a reputation for being finicky. I pulled fix confirmation data from over 2,000 PETG-specific community help posts to find out what actually works, and it is more specific than the standard PETG guide.
I pulled confirmation data from tens of thousands of community fix attempts across every major issue category to find out which slicer settings actually fix problems when they go wrong.
Everyone says to dry your filament. The data from 4,000 confirmed fixes says that's one of the least reliable stringing fixes. Here's what actually works, ranked by confirmed outcomes.
Bambu Lab dominates the conversation, Creality has been a fixture for years, and Prusa fans defend its reliability at length. But which brand actually gets its problems solved? The confirmed fix data is not what most people expect.
Post a failed print online and within minutes you get told to dry your filament, level your bed, and check your Z offset. None of them know your setup. Here is why community troubleshooting fails at scale.
I scraped and analyzed over 20,000 posts and nearly 60,000 fix suggestions from one of the largest 3D printing help communities on Reddit. The numbers were not what I expected.
The same data behind this research powers every fix in the app. FixMyPrint generates exact slicer settings for your printer and filament in seconds.
Try Free - No Card Required