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Dough temp — how warm your mixed dough feels (use a probe thermometer for accuracy). Inoculation — starter weight divided by flour weight × 100 (e.g. 100g starter in 500g flour = 20%). The timer updates as you type and shows a ±25% window because every kitchen is different. Open Start time, starter, cold retard to: set when you begin bulk fermentation and get a "ready at" clock; adjust for whether your starter is freshly fed, at peak, or hungry; or model a cold retard in the fridge. DoughRise Coach subscribers can record actual bulk times — after 3 bakes the predictions are calibrated to your kitchen, starter, and flour.
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Quick answer
Water temperature = (desired dough temperature × 3) − (room temp + flour temp + friction factor). Example: targeting 24°C dough with a 21°C room, 21°C flour, and a 2°C friction factor → water at (24×3) − (21+21+2) = 28°C.
The dough temperature calculator applies the Desired Dough Temperature (DDT) formula used by professional bakers. Enter your target dough temperature, room temperature, flour temperature, and friction factor, and the calculator tells you the exact water temperature to use. Consistent dough temperature means consistent fermentation timing every time.
The DDT formula works because water temperature is the only variable you can easily control at mixing time. Room temperature and flour temperature are fixed. Friction factor is the heat added by your mixer (typically 3 to 5°C for a stand mixer at medium speed, higher for faster mixing). The formula is: water temperature equals (target temperature multiplied by 3) minus (room temperature plus flour temperature plus friction factor).
Small temperature differences compound during a long fermentation. A dough mixed at 20°C versus 24°C will have noticeably different timelines over a 10-hour bulk ferment. Professional bakers measure their dough temperature with a probe thermometer immediately after mixing, adjust friction factor estimates over time, and achieve reliable, repeatable results as a result. Temperature is the single biggest lever on how fast your dough rises, which is why the DDT method matters so much.
The calculator also accounts for your flour temperature and mixer friction factor.
Why the formula multiplies your target by three
The DDT formula looks odd the first time you see it, water temperature equals target times three minus room, flour and friction, but the logic is straightforward once you see where it comes from. Three inputs meet the dough at mixing time: the flour, the water, and the ambient air the bowl sits in (plus the heat your mixer adds on top). Each contributes roughly an equal share to the dough’s final temperature. Treat the target as the average of three temperatures and you can rearrange the sum to solve for the one you actually control, the water. That’s the whole trick: everything else is fixed by your kitchen and your flour bag, so water is the dial.
Friction factor is the part people skip, and it’s not a fudge number, it’s real heat. Gluten strands resist being stretched and folded, and that resistance converts to warmth the same way rubbing your hands together does. A gentle hand knead adds barely 2 to 3°C. A stand mixer on medium-high speed can add 6 to 10°C by the time the dough clears the bowl. If you always mix the same way, on the same machine, at the same speed, your friction factor is a constant you only need to measure once, ideally with a probe thermometer taken before and after mixing on a day when nothing else is unusual. DoughRise Pro members can save that reading against their mixer in their bake log, so it’s there as a default next time rather than something to re-derive from memory.
Worked example: a cold snap in the kitchen
Say you’re aiming for a 24°C dough, kneading in a stand mixer at medium speed (friction factor 5°C). It’s a cold January evening, the flat’s heating hasn’t caught up yet, and the flour bag has been sitting on a cold windowsill.
- Room temperature: 18°C. Flour temperature: 12°C.
- Water temperature = (24 × 3) − (18 + 12 + 5) = 72 − 35 = 37°C
- Compare that with a mild spring evening where the room reads 21°C and the flour’s been sat on the counter at 20°C: water = 72 − (21 + 20 + 5) = 72 − 46 = 26°C
- Same target, same mixer, same recipe, an 11°C swing in the water temperature you’d need, driven entirely by two colder ingredients
That 37°C water feels distinctly warm to the touch, not hot, which surprises people who assume cold weather calls for cold water. It doesn’t. Cold flour and a cold room already drag the dough down, so the water has to work harder to pull the average back up to target.
Common temperature mistakes
Guessing water temperature by feel
Warm tap water varies wildly between a 15°C and a 45°C reading depending on your boiler and the time of day, and “feels about right” is not a repeatable input. Measure it with the same thermometer you use on the dough. It’s a five-second step that removes the single biggest source of inconsistent fermentation timing.
Treating friction factor as zero
Skipping friction factor entirely (or leaving a calculator default unchanged when your mixer runs hotter) understates how much heat mixing adds. Dough that keeps running 2 to 3°C above target, bake after bake, is almost always this: measure your actual mixer’s friction factor once and the discrepancy usually disappears.
Assuming flour is always room temperature
A 25kg sack kept in a cold porch, garage or larder can sit 5 to 10°C below the room it’s mixed in, especially through a UK winter. Take a quick reading of the flour itself rather than assuming it matches the air around you, particularly if you buy in bulk and store it somewhere unheated.
Questions about
dough temperature
What is the ideal dough temperature for bread?
How do I calculate the friction factor?
What happens if my dough is too warm or too cold?
How do I measure dough temperature accurately?
Does dough temperature affect sourdough starter activity too?
What if my tap water isn’t warm or cold enough to hit my target?
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