Why download-time estimates are harder than they look
The first challenge is unit mismatch. File sizes are usually written in MB, GB, TB, or binary alternatives such as GiB, while connection speeds are usually marketed in Mbps or Gbps. A trustworthy estimator must reconcile those two systems before it can produce a time figure.
The second challenge is that the clean mathematical answer is only a line-rate estimate. Protocol overhead, packet loss, Wi-Fi signal quality, server-side throttling, VPN encryption, and drive write speed can all slow a real transfer compared with the theoretical rate.
Time = File size in bits ÷ Transfer rate in bits per second
Core relationship used for line-rate transfer estimates.
1 byte = 8 bits
Essential conversion when a file is measured in bytes but the connection is measured in bits.