Quick answer: Weight progress by the real cost of each step, smooth the bar's movement, and only show complete when loading actually finishes.
An inaccurate loading bar is unweighted progress estimation. Weighting it fixes it. Here is how.
How to fix it
1. Weight steps by real cost
Base progress on the relative time each loading step actually takes, not an equal fraction per step. Equal weighting makes the bar jump through fast steps and stick on the one slow step.
2. Smooth the movement
Smooth the bar so it moves steadily rather than snapping between values. Even with rough estimates, a smoothly advancing bar feels more accurate than one that jumps and freezes.
3. Finish only when done
Do not let the bar reach 100% until loading is genuinely complete. A bar that fills then sits at full while the game still loads is worse than one that reaches the end exactly as the game becomes ready.
Catching the ones you can't reproduce
The hardest version of this to fix is the one you can't reproduce — it only happens on a player's hardware, OS, driver, or save state, under conditions that simply aren't present on your machine. A report that says “it crashed” or “it froze” gives you nothing to act on, so the bug survives release after release while quietly costing you players.
Automatic error capture closes that gap. Each failure arrives with its full stack trace, the device and OS, the build number, and a breadcrumb trail of what the player did right before it broke, so even a failure you have never seen becomes a specific, reproducible issue. Fold identical failures into one signature ranked by how many players each hits, and your worklist sorts itself worst-first instead of arriving as a stream of vague complaints.
This is where a tool like Bugnet earns its place. Its SDK captures every error automatically with the full stack trace plus device, OS, memory, build, and game-state context, folds duplicates into one grouped issue with an occurrence count, and ties each to the build it first appeared on — so you fix the problem that hurts the most players first and confirm it is gone when its signature disappears from the next release.
The errors you never hear about are the ones quietly costing you players. Visibility turns them into a worklist.