Model inference cost quality frontier calculator

Calculate nondominated candidate IDs and latency-infeasible candidate IDs with your own figures.

Your numbers

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

Choose the currency for these amounts. Changing it keeps your numbers and does not convert exchange rates.

Use nondominated candidate IDs and latency-infeasible candidate IDs to compare changes to your inputs. The method and limits below explain the scope.

Examples

Examples

Try the starting example

JSON Candidates [ID,quality higher-better,currency per unit,latency ms] (USD)
[["A",0.8,0.01,100],["B",0.85,0.02,120],["C",0.7,0.02,150]]
Maximum acceptable latency (ms)
200
Nondominated candidate IDs
["A","B"]
Latency-infeasible candidate IDs
[]

Try another scenario

JSON Candidates [ID,quality higher-better,currency per unit,latency ms] (USD)
[["A",0.8,0.01,100],["B",0.85,0.02,120],["C",0.7,0.02,150]]
Maximum acceptable latency (ms)
110
Nondominated candidate IDs
["A"]
Latency-infeasible candidate IDs
["B","C"]
Calculation method

Calculation method

Nondominated candidate IDs

A dominates B when quality≥, cost≤, latency≤ and at least one strict; retain nondominated feasible candidates.

Latency-infeasible candidate IDs

Candidates exceeding supplied maximum latency.

Symbols and units
a
JSON Candidates [ID,quality higher-better,currency per unit,latency ms] (USD)
b
Maximum acceptable latency (ms)

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

  • Three-objective measured frontier under a latency constraint; equal points both retained. No vendor prices or quality scores inferred. Supported limits: 1–100 candidates, finite comparable quality and nonnegative costs/latency.
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.

Share this page
Share this calculator

Leave unchecked to share the page without your entered values.