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Education & GPAGenerated accuracy model review: 2026-05-06

GPA Planning accuracy and testing

This page documents how Calwarden builds trust for this calculator: source notes, regression-style default tests, limitations, assumptions, unit handling, rounding, and visible change history.

Formula source

  • The formula solves for 'X' (additional credits) where: **Target = [(Current GPA × Current Credits) + (4.0 × X)] / (Current Credits + X)** It assumes you get a 4.0 in all future classes because that is the fastest way to raise a GPA.

Test cases

Default input regression check

Generated from the checked-in default inputs and calculate function.

Inputs

  • Current GPA: 3.2
  • Credits Earned: 60
  • Target GPA: 3.5

Expected outputs

  • Credits Needed (at 4.0): 36 Credits
  • Approx. Classes (3cr): 12
  • Feasibility: Doable

Known limitations

  • Assumes you get a 4.0 in every future class. If you get a 3.7, it will take even longer.

Assumptions

  • This model assumes every future credit you count toward the plan is earned at a perfect 4.0.
  • It treats current GPA and target GPA as values on the same standard 4.0 scale.
  • Institutional rules like grade replacement, weighted majors, or transfer-credit exclusions can materially change the real path.

Unit handling

  • Current GPA accepts numeric values.
  • Credits Earned accepts numeric values.
  • Target GPA accepts numeric values.
  • Credits Needed (at 4.0) is displayed in Credits.

Rounding rules

  • Number displays use up to 2 decimal places in the calculator UI.
  • Input precision follows configured step values where provided.

Version history

1.0.0 - 2026-05-06

Generated accuracy and testing page from the current gpa-planning-calculator calculator definition.

Change log

2026-05-06

Published default regression test documentation and metadata fallbacks for GPA Planning.

Calculator transparency

Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.

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