Should you batch similar tasks?

Updated 2026-09-12

The short answer

Usually yes, and the reason is mechanical: work of the same kind needs the same state loaded, so doing it consecutively pays the load-in once instead of repeatedly.

The cost of moving between tasks is not the moving. It is the reload — rebuilding what was pending, what you had ruled out, why the obvious approach failed. Similar tasks share most of that, so the second one in a batch is genuinely cheaper than the first. The mechanism.

That is a real effect with a real limit, and the limit is where most batching advice goes wrong.

The same two hours in four pieces produces less, because each return pays to rebuild where you were TWO HOURS, ONE BLOCK one load-in, then work TWO HOURS, FOUR PIECES the pale blocks are the reload: what was pending, what you had ruled out. They are never on any list, which is why nobody budgets for them.
The same two hours in four pieces produces less, because each return pays to rebuild where you were

Where batching clearly helps

Anything with a fixed setup cost. Opening the same system, loading the same context, getting into the same mode. Invoices, expenses, code review, reference checks. The setup is paid once for six instead of six times.

Messages and email. The single highest-return batch available, and it works by reducing the number of arrivals that reach you, not the time spent replying. Three checks a day converts twenty interruptions into three reloads, and almost nothing is meaningfully worse for the delay.

Anything requiring a specific mood or register. Writing, difficult conversations, detailed checking. Getting into the register is most of the cost.

Decisions of the same type. Comparing six candidates against each other in one sitting is both faster and more consistent than six separate judgements, because the comparison is the work.

Where it quietly hurts

When the batch is long enough to go stale. A batch of forty of anything ends worse than it started. Quality drops, and past a point you are producing work you will redo.

When batching delays something that was blocking a person. A two-minute reply held for the afternoon batch may be holding up a day of somebody else's work. Blocking items jump the batch — always. Why the blocker's size tells you nothing.

When the tasks are only superficially similar. "All admin" is not one kind of work. A batch mixing a form, a difficult email and a spreadsheet reconciliation shares no state, so it is just three switches with a label on them.

When batching becomes the reason nothing else happens. A morning batch of small work reliably expands to fill the morning, because there is always another small thing. Small work accumulates from both ends.

How big a batch should be

Long enough to amortise the setup, short enough to stay sharp. For most people and most work that is between thirty and ninety minutes.

Bound it by time, not by count. "An hour of expenses" ends; "all the expenses" does not, and an unbounded batch is how a batch eats a day. If it is not finished when the hour ends, that is information about the volume rather than a reason to keep going.

One batch per kind per day is a reasonable default. More than that and you are switching between batches, which is the thing batching was for.

The one that is not really batching

Doing several things at once is not a batch. A batch is consecutive work of the same kind — one thing at a time, the same kind of thing.

The distinction matters because "batching" is sometimes used to describe holding four similar things open simultaneously, which has the opposite effect: more work in progress, more reloading, and by Little's Law slower completion on all four.

A practical shape

Where to go next

Using this in Decide One

Decide One asks for a duration on every line, which is what turns a batch into something bounded rather than something that expands. An hour of admin is an hour, and the day's total says whether it fits.

A line you did not finish is unfinished. It is not marked against you, and a day you did not open is not counted.

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