Support quality sampling allocation calculator

Calculate review slots by agent and selected share of each eligible population with your own figures.

Your numbers

Use the units shown. Results update as you change valid inputs.

Use review slots by agent and selected share of each eligible population to compare changes to your inputs. The method and limits below explain the scope.

Examples

Examples

Try the starting example

Agents: name, eligible records, minimum reviews
A,10,2 B,100,2
Available review slots
10
Review slots by agent
A: 2; B: 8
Selected share of each eligible population (%)
A: 20; B: 8
Total review slots used
10
Review slots unused
0
Overall eligible records reviewed (%)
9.090909

Try another scenario

Agents: name, eligible records, minimum reviews
A,10,2 B,100,2
Available review slots
200
Review slots by agent
A: 10; B: 100
Selected share of each eligible population (%)
A: 100; B: 100
Total review slots used
110
Review slots unused
90
Overall eligible records reviewed (%)
100
Calculation method

Calculation method

Review slots by agent

Reserve every minimum, then allocate remaining slots in proportion to each remaining eligible population using exact integer largest remainders and input-order ties. Never exceed available records.

Selected share of each eligible population (%)

Allocated/eligible×100, undefined for an empty population.

Total review slots used

min(available slots,total eligible records), after validating that minima fit.

Review slots unused

Available−used.

Overall eligible records reviewed (%)

Total used/total eligible×100. This allocates counts, not a random sample or a statistical confidence guarantee.

Symbols and units
a
Agents: name, eligible records, minimum reviews
b
Available review slots

Use the units shown. A list keeps the order in which you enter its values. The symbol ^ means “raised to the power of”.

Assumptions & limits

Assumptions & limits

  • A capacity/minimum/population count plan. It does not select individual tickets, randomize reviews or certify a representative sample.
Are these inputs private?

These calculations run in your browser. A shared link contains the values you choose to share. Only questions submitted to the separate AI finder are sent to OpenAI.

Further reading

Zendesk: response metrics and business-hour definitions; this tool uses its displayed convention ↗

Background reading; this does not imply endorsement or independent review of SumFizz.

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