Product-link disclosure: Product links are provided for reference. IronThaw does not currently earn commissions from these links. Editorial choices are independent of any future affiliate relationship.

Short answer: There is no defensible universal bag count. Ice requirements depend on actual water volume, starting temperature, ice temperature and form, heat gain, insulation, and the intended measured result.

Use measurement, not a fixed recipe

  1. Confirm the container's actual filled volume and a stable, safe entry and exit.
  2. Measure the starting water temperature with a suitable thermometer.
  3. Add ice in stages, stir without entering, and remeasure after the mixture stabilizes.
  4. Record the setup-specific result instead of assuming it transfers to another container, day, or environment.

A simplified formula can be misleading because melting ice absorbs heat differently from merely cooling water, and real setups gain heat from air, sun, the container, plumbing, and the user. IronThaw therefore does not publish a universal pounds-per-gallon shortcut as a guaranteed result.

Do not confuse setup math with health guidance

A measured water temperature is not a recommendation for exposure. No universal beginner temperature or duration is established. Follow equipment instructions, health guidance, supervision, symptoms, and safe-exit conditions.

Handling and safety

Safety source

Source: National Weather Service cold-water safety.

Bottom line: Measure each setup. Do not represent a fixed ice amount, target temperature, or exposure duration as universally accurate or safe.