An ETA (Estimated Time of Arrival) calculator to determine the approximate end time of a task, for example, the end time and duration of a file download.
ETA stands for Estimated Time of Arrival or Completion. It predicts when a task will finish based on current progress rate.
ETA = (Total Items - Completed) divided by (Completed / Time Elapsed). Assumes a constant processing rate.
ETA assumes a constant rate, but real tasks vary — downloads fluctuate with bandwidth, builds may slow near the end. For better accuracy use a sliding window for recent throughput instead of overall average, and add buffer time for uncertainty.
Techniques for better ETA accuracy: base estimates on historical rates, not optimistic guesses; break large tasks into milestones and refine estimates iteratively; track actual vs. predicted times to correct systematic biases; use three-point estimation (optimistic, most likely, pessimistic) and take a weighted average; account for task dependencies and resource contention. Software teams often use planning poker for collective estimation.