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Evaluation run comparator

Compare baseline and candidate evaluation pass rates, show the percentage-point change and test it against a customer-entered review threshold.

Working locally. Release review

Compare results across models, prompts and versions.

US buyer group
AI governanceAI evaluation and testing
Operating model
Local deterministic calculator in release reviewrecord workspace
Planned USD price
$9.99per report. Release review. Checkout closed.
Working browser calculator

Calculate and inspect

Compare baseline and candidate evaluation pass rates, show the percentage-point change and test it against a customer-entered review threshold.

Opening saved inputs from this browser.

Inputs

Use counts from the same defined population, process and period.

Inspectable result

No payment is required to see the complete calculation.

Enter supported values or load the fictional example, then calculate.

Formulas

  • Pass rate = passed cases divided by total cases.
  • Change = candidate pass rate minus baseline pass rate.
  • Within threshold when change is not lower than the negative entered threshold.

Decision boundary. Use comparable cases and identical acceptance criteria. The result does not establish model quality or authorize release.

Intended outcome

Compare baseline and candidate evaluation pass rates, show the percentage-point change and test it against a customer-entered review threshold.

The working area above saves numeric inputs in this browser and exposes every formula. It does not decide fairness, safety, compliance or release approval.

What must be ready before release?

  • A named owner has defined the task and the organization’s intended use.
  • The customer has authority to use every supplied record, source or connection.
  • Use the browser workspace only for internal preparation while its release checks remain open.

Inputs

The browser calculator accepts only the aggregate numeric inputs listed below.

  • Baseline cases (required). Enter the number of evaluated cases in the approved baseline run.
  • Baseline cases passed (required). Enter cases that met the baseline run’s stated acceptance criteria.
  • Candidate cases (required). Enter the number of evaluated cases in the candidate run.
  • Candidate cases passed (required). Enter cases that met the candidate run’s same acceptance criteria.
  • Maximum allowed regression in percentage points (required). Enter the organization’s review threshold. This is not supplied as a legal or technical standard.

Outputs

Every result must identify its supplied facts, assumptions and unresolved items.

  • Baseline and candidate pass rates.
  • Percentage-point change.
  • Comparison against the entered regression threshold.
  • Commercial scope if accepted. One bounded check of supplied data, with results and an exportable report.

How will it work?

  1. 1
    Define the scope

    Choose the exact evaluation run comparator task, responsible owner and intended use.

  2. 2
    Add supported inputs

    Provide only the information listed for the record workspace. Unsupported material must remain unresolved.

  3. 3
    Inspect the result

    Review the result, assumptions, source basis and exceptions before relying on any output.

  4. 4
    Approve or export

    A responsible person decides whether the record is complete enough for the organization’s next step.

Sources and review basis

These official sources frame the working tool. They do not determine which requirements apply to a customer or decide the result.

Questions about the tool

What does the evaluation run comparator require?

The browser tool lists every supported input before work begins. Start with baseline cases, baseline cases passed, candidate cases, candidate cases passed, and maximum allowed regression in percentage points.

What does the evaluation run comparator produce?

It produces a complete on-screen calculation with visible formulas and a downloadable JSON calculation record. Paid document exports remain closed during release review.

Will the evaluation run comparator make the final decision?

No. Confirm inputs and rules. Review exceptions and approve consequential actions.

Can I buy the evaluation run comparator export?

No. The browser workspace works locally, but checkout remains closed until the release checks and commercial infrastructure pass.

What will still need review?

Confirm inputs and rules. Review exceptions and approve consequential actions.

This browser workspace does not provide legal advice, certify compliance, make a filing or authenticate a customer decision.

Unsupported cases must stop or remain visibly unresolved.

When will it be available?

The browser tool is available for local preparation during release review. No paid export or checkout is available.

Planned price $9.99 per report. Checkout closed. This planned price is not an active offer and does not create a right to purchase.

Commercial release remains closed until the database, payment and end-to-end release checks pass.

Common searches

These are recognized names and task phrases for this tool. Search uses them locally in this browser.

  • Evaluation run comparator
  • Evaluation run comparator
  • artificial intelligence
  • AI governance
  • machine learning
Show 4 more search terms
  • LLM
  • model governance
  • NIST AI RMF
  • AI evaluation and testing

Ask about this tool

Email the product team without sending customer records, documents or case facts.