PalBreedLab

Editorial Policy

Accuracy first

We publish a number only when we can trace it to a source and state that source on the page. When we cannot verify a mechanic, we leave it out and say so.

Sources

Our primary source is the open-source PalCalc breeding table. We cite it on every page that depends on it. When we publish odds, we name the model that produced them and its version. We also cross-check recipes against independent coverage and report any difference on the methodology page.

How guides are written

Each guide starts from a reader question and a data check. We write the answer in plain language, state its limits, link related pages, and list sources at the bottom so readers can verify the claim.

Use of AI tools

We use AI tools, including Claude, to help research, draft, and test content and code. Numbers come from the published dataset, not from an AI model's memory. The author, Shaheer Bin Ramzan, reviews the output before it is published.

Original work

We write our own explanations and compile our own statistics from the dataset. We do not copy text from other sites.

Updates

We re-check data after game patches and when the source dataset updates. Pages show the date the data was last checked. Major corrections get a note on the page that explains what changed.

Corrections

Send errors through the contact page. We confirm the report, fix confirmed errors, and update the page date.

Independence and advertising

Advertising may appear on this site. It does not influence results, rankings, or guide content. We do not accept payment to change a result or to list a product.

Reviews and dates

Every guide shows who wrote it and when it was last updated, and ends with its sources. We review each guide after a game patch or when the source dataset changes.

Last updated: November 5, 2026.