---
title: "Free G25 tools in 2026: the complete toolbox for your Global25 coordinates"
description: "Everything you can do with a Global25 row without paying anyone: distance rankings, admixture fits, PCA plots, averaging, authenticity checks — Vahaduo, nMonte and the Ancestrify Lab, honestly compared."
canonical: https://www.ancestrify.io/blog/free-g25-tools
date: 2026-08-31T09:12:00+00:00
updated: 2026-10-10
author: "Andi Thomaj"
---

# Free G25 tools in 2026: the complete toolbox for your Global25 coordinates

A [Global25 row](/blog/what-are-global25-coordinates) is deliberately portable — plain text,
25 numbers — and an entire free ecosystem grew around the format. This is the current toolbox:
what each free tool does, which one answers which question, and the few places where paying for
something changes the answer rather than the packaging.

One honest note up front: the row itself is the one thing that is not free — official coordinates
come from the independent Eurogenes service at €15 per kit
([how to get them](/blog/how-to-get-global25-coordinates)). Everything below assumes you have one.

## Distances: "who am I closest to?"

The assumption-free starting point —
[what the ranking means and how close is close](/blog/g25-closest-populations-explained).

- **[Ancestrify G25 distance](/lab/g25-distance)** — paste one row, get ranked distances against
  1,535 curated populations across six dated eras, in the browser, no account. The era scoping is
  the point: "closest today" and "closest in the Iron Age" are different questions answered
  separately.
- **VahaduoJS distance mode** — the community stalwart ([our tutorial](/blog/vahaduo-g25-tutorial)).
  Bring-your-own reference sheets: maximum flexibility, no curation, you manage the datasheets and
  their [scaled/unscaled discipline](/blog/g25-scaled-vs-unscaled) yourself.

## Admixture: "what mixture explains me?"

- **[Ancestrify G25 admixture](/lab/admixture)** — nMonte-style Monte-Carlo fitting against
  curated, era-scoped calculators (or sources you pick), with the
  [fit distance](/blog/g25-fit-distance-explained) stated. Browser-only; pasted rows are not
  uploaded.
- **Vahaduo multi mode** — the same family of arithmetic, bring-your-own sources. The freedom is
  real and so is the responsibility:
  [source selection decides the answer](/blog/g25-source-selection-overfitting), and nothing in
  any free tool warns you when a panel is wrong.
- **[nMonte in R](/blog/nmonte-explained)** — the original script the whole tradition descends
  from, for people who want the dials (penalty terms, batch runs) and reproducible scripts.

## Seeing the space: PCA

- **[Ancestrify G25 PCA viewer](/lab/g25-pca)** — project your row onto curated era views beside
  published ancient and modern samples, or fit a fresh PCA over rows you paste.
  [How to read one without fooling yourself](/blog/g25-pca-explained).
- **Vahaduo Global25 Views** — the classic gallery of preset plots.

## Utilities nobody advertises and everybody needs

- **[Average G25](/lab/average-g25)** — build a population average from individual rows (that is
  what every reference "population" is).
- **[G25 authenticity check](/lab/g25-authenticity)** — reads a row's numeric fingerprint;
  catches [simulated and doctored rows](/blog/what-are-global25-coordinates) before you build on
  them.
- **[Raw file check](/lab/file-check)** — pre-flight for the file you would send for coordinates:
  format, chip generation, usable markers per chromosome.

## Tool by tool: what each one answers

The list above is organised by question. This section walks the same tools in the order most people use them, with what each one computes and the limit each one states.

### /lab/admixture: "what mixture of sources explains my row?"

The [Global25 admixture calculator](/lab/admixture) treats your row as a point in the 25-dimensional space and searches for the weighted mixture of reference populations whose combined point sits closest to it, a Monte-Carlo fit in the nMonte tradition. You pick a curated, era-scoped calculator or paste your own sources. The tool ranks your closest single populations by plain Euclidean distance first, so you can see which sources are near you before asking for a mixture of them; it reports every source the search kept, in steps of 0.2%, and folds shares of 3% or less into Other only for reading; and it states the leftover gap as a fit distance. On a curated panel of three to eight sources, a scaled fit at or under about 0.020 is excellent, 0.020 to 0.035 is the ordinary range for real individuals, and past roughly 0.045 a relevant source is probably missing. What it cannot do: reject a model. It always returns percentages, and the fit distance is the only hint that a panel is wrong.

### /lab/g25-distance: "who am I closest to, in which era?"

The [G25 distance calculator](/lab/g25-distance) is one arithmetic operation repeated across a panel: Euclidean distance over all 25 dimensions, sorted closest first, against curated reference populations in any of six eras from the Late Bronze Age to today. It is the assumption-free starting point because nothing is fitted. The scale to read it by: a typical individual sits around 0.011 from their own country's average, 0.02 to 0.04 reads as same broad region, and beyond about 0.05 to 0.06 you are outside the coordinate's neighbourhood. Two diagnostics come free with it: if the nearest population on Earth sits past roughly 0.08, suspect an unscaled or corrupted paste; and a top cluster of near-tied populations is the finding, not the exact winner. Closeness is resemblance, not descent, and no ranking can test whether a population belongs in your ancestry.

### /lab/g25-pca: "where do I fall among the samples?"

The [G25 PCA viewer](/lab/g25-pca) works in two modes. An era view projects your row onto a reference space computed once over that era's published samples, so your point lands among ancient and modern individuals without moving any of them and is comparable across sessions. A custom view fits a fresh PCA in your browser over exactly the rows you paste, which is right for comparing a handful of coordinates against each other and wrong for anything else, because adding or removing one row can rotate every axis. The limit shared by both modes: a chart shows 2 of 25 dimensions, chosen for spread, not meaning. Any time two points look close, measure them with the distance tool.

### /lab/average-g25: "what is the centre of these rows?"

[Average G25](/lab/average-g25) takes the arithmetic mean of each of the 25 dimensions independently across the rows you paste and returns a copy-ready row. That is how every reference population is built from its member individuals, and it is why a four-person site average makes a steadier distance reference than any single member: an average of N members carries roughly 1/√N of an individual's coordinate noise. The tool does the spreadsheet job with the spreadsheet failure modes removed: full precision, every dimension, nothing uploaded. What it will never do is decide membership. Average two genuinely distinct groups and you get a coordinate for a population that never existed, and it will still return confident distances to everything.

### /lab/g25-authenticity: "is this row real?"

The [G25 authenticity check](/lab/g25-authenticity) inspects a pasted row for the numeric signature of how it was produced: precision that has been lost, values outside the range a real projection produces, digit patterns consistent with hand editing, and the fingerprints of a simulated rather than measured coordinate. The three rows people actually paste are the forwarded row of forgotten provenance, the row converted from another calculator's output, and their own row checked before building on it, which is the cheapest habit in the hobby. It audits the numbers, not the provenance: it cannot prove a row is yours or certify which service produced it, and it says "looks" rather than "is" on purpose.

## Ancestrify Lab and Vahaduo, side by side

Vahaduo is the community's standard and it earns the place; [our tutorial](/blog/vahaduo-g25-tutorial) walks it. The two toolkits run the same arithmetic with opposite philosophies about sources.

| | Vahaduo | Ancestrify Lab |
| --- | --- | --- |
| Distance | Paste sources, paste target, sort | Same arithmetic against six curated, era-scoped panels |
| Admixture | Bring-your-own-spreadsheet Monte-Carlo fit | Same family of fit against curated calculators, or sources you paste |
| PCA | Large gallery of preset views plus custom fits, 2D and 3D | Curated era views that state their reference set, plus custom fits |
| Source curation | None; you manage the sheets | Era-scoped panels, at the cost of some freedom |
| Scaled and unscaled discipline | Yours to keep | Yours to keep; the 0.08 tell is documented on each page |
| Row auditing | Not available | Authenticity check |
| Where it runs | Your browser | Your browser, no account, nothing uploaded |

Neither is the "real" tool with the other a demo. Vahaduo is the right choice when you want to test a hypothesis with sources of your own choosing; the Lab is the right choice when you want a defensible era panel without building one, and want the input row checked first. Many people sensibly use both.

## A Vahaduo alternative, in one paragraph

If you are looking for a Vahaduo alternative, the [Ancestrify Lab](/lab) is the direct one: the
same Global25 jobs, distance rankings, nMonte-style admixture against curated or pasted panels,
PCA and coordinate averaging, in the browser with no account and nothing uploaded, plus what
Vahaduo does not carry: era-scoped reference panels with every source population published, a
[proximity heatmap](/lab/g25-heatmap), an [authenticity check](/lab/g25-authenticity) that flags
simulated or edited rows, and the free [G25 Admix report](/blog/free-g25-admix-report) for anyone
with an official row, free once per account. Keep Vahaduo for its spreadsheet download
and the views the Lab does not curate; there is no reason to choose only one.

## What the free stack cannot do

Three limits are structural, not feature gaps. No free coordinate tool can **reject a model**:
fits always return percentages, and only the fit distance hints when something is off
([and it under-hints](/blog/g25-fit-distance-explained)). None provides **curation with a
rationale**: the difference between a source panel and a defensible source panel is analyst
work, which is what [Ancestry Map](/g25), our paid Global25 analysis, adds on top of the same
arithmetic, with [a calculator our analyst builds around your row](/blog/personalized-g25-calculator)
and a person approves. And none leaves coordinate space: claims that need allele-frequency-level
testing belong to [qpAdm](/qpadm), [a different method entirely](/blog/qpadm-vs-global25).

For everything else — which is most of the hobby — the free stack above is not a demo of the real
thing. It is the real thing, and the sensible order is: [distances](/lab/g25-distance) first,
[one era-scoped fit](/lab/admixture) second, [PCA](/lab/g25-pca) alongside, and money spent only
where a question has outgrown the tools.

One more free step sits between the Lab and the paid report. Paste your official scaled row and
our analyst builds a calculator around it; once a person has reviewed it, the free
[G25 Admix report](/blog/free-g25-admix-report) opens with your admixture in every era, the three
closest populations of every era and the three closest notable matches in every tier, with the
artwork. It needs a free account and no payment, it is free once per account, and
nothing is published.

## Frequently asked questions

### What are the best free tools to use with G25 coordinates?

For distances, admixture and PCA in the browser with nothing uploaded and no account, the
[Ancestrify Lab](/lab); Vahaduo covers the same coordinate arithmetic and adds a spreadsheet
download. Both are free. The only paid item in the Global25 world is the official row itself, from
Davidski's portal at 15 EUR per kit.

### Is there a free G25 PCA plot tool online?

Yes: the [G25 PCA tool](/lab/g25-pca) plots a pasted row on curated ancient-DNA era views beside
published ancient and modern samples, or fits a custom PCA over your own rows, in the browser with
no account. Vahaduo's Global 25 Views does the same job on its own set of views.

### Are Ancestrify's Global25 tools really free?

Yes. The in-browser tools listed here need no account and no payment; the coordinates you paste are not uploaded and nothing is stored. The only thing that is not free is the row itself, which comes from the independent Eurogenes service.

### Which tool should I use first?

Distances. The [distance calculator](/lab/g25-distance) has no assumptions, so it tells you the neighbourhood any model must explain. Then one era-scoped fit in the admixture calculator, with the PCA viewer alongside, and the authenticity check on the row before any of it if its provenance is uncertain.

### Do I need Vahaduo if I use the Lab?

Not for the standard questions, and not the other way round either. The arithmetic is the same. Use Vahaduo when the source panel you want to test does not exist as a curated calculator; use the Lab when you want the panel curated for you and the row audited first.

Terms used here are defined in the [glossary](/glossary).