---
title: "Best Genealogy Software 2026: 10 Tools Compared"
description: "Ancestry, FamilySearch, MyHeritage, RootsMagic, Legacy, Gramps, three DNA tests and KleioBase, compared side by side: what each one is, how you pay, who it suits and the main trade-off. Most serious..."
canonical: "https://kleiobase.com/blog/best-genealogy-software-2026"
last_updated: "2026-10-18"
---

# Best Genealogy Software 2026: 10 Tools Compared

Ancestry, FamilySearch, MyHeritage, RootsMagic, Legacy, Gramps, three DNA tests and KleioBase, compared side by side: what each one is, how you pay, who it suits and the main trade-off. Most serious researchers use more than one, so this genealogy program comparison helps you pick a combination.

Claims about Ancestry, FamilySearch, MyHeritage, RootsMagic and Gramps last verified 2026-10-18.


Looking ahead to next year? [The 2027 edition of this guide](/blog/best-genealogy-software-2027) compares twelve tools, rechecked in November 2026.

Dozens of genealogy platforms compete for your attention. Different tools serve different needs, and most serious researchers end up using more than one.

This guide sorts them into four categories (AI-powered tools, record repositories, desktop software and DNA platforms) so you can work out which combination fits your research. Instead of naming one winner, it sets out what each tool does well, starting with all ten side by side.

**The short answer.** There is no single best genealogy program, because the categories do different jobs. A record repository (Ancestry, FamilySearch or MyHeritage) is where you find digitised records. A desktop program (RootsMagic, Legacy Family Tree or Gramps) gives you detailed source citations and keeps your data on your own computer. A DNA test confirms relationships and connects you with living cousins. An AI research companion like KleioBase connects the documents you already hold. Most serious researchers use more than one.

## All ten tools fit in two tables

Prices and collection sizes change often, so the tables compare what each tool is and who it suits rather than what it costs this month. The sections below go into each one.

| Tool | What it is | How you pay | Best for | Main trade-off |
| --- | --- | --- | --- | --- |
| KleioBase | AI research companion that turns your own records into one connected archive | Free Explorer plan, plus paid plans (see [pricing](/pricing)) | Document-heavy research, especially records in other languages or difficult handwriting | No record repository: you bring your own documents or a GEDCOM file |
| Ancestry | Record repository and family tree builder | Subscription; building a tree is free, viewing the records is not | Ancestors from the US, UK, Canada and Australia | Cost, and the records sit behind a paywall |
| FamilySearch | Record repository with one shared global tree | Free | Records from hundreds of countries, including browse-only image collections | Anyone can edit the shared tree, and indexing coverage is uneven |
| MyHeritage | Record repository, tree builder and DNA on one platform | Free tier for a small tree; Premium and PremiumPlus are tree plans, and records need a Data or Complete plan | Continental Europe and Israel | A smaller published record count than Ancestry's |
| RootsMagic | Desktop program for Windows and Mac | One-time purchase | Source citation templates, reports, and working alongside Ancestry and FamilySearch from inside the program | Steeper learning curve, and you manage your own backups |
| Legacy Family Tree | Desktop program for Windows | Free since version 10 in 2024 | Detailed citations and reporting, at no cost | Windows only, a steeper learning curve, and you manage your own backups |
| Gramps | Free, open-source desktop program for Windows, macOS and Linux | Free | Keeping your data on your own machine in an open format | A less polished interface than the commercial programs |

DNA tests do a different job from everything above, so they get their own table.

| DNA test | Best for | Worth knowing |
| --- | --- | --- |
| AncestryDNA | Finding cousins, from what Ancestry calls the world's largest consumer DNA network | Results connect to your Ancestry family tree |
| 23andMe | Health reports alongside ancestry composition | Owned since July 2025 by TTAM Research Institute, a nonprofit now called the 23andMe Research Institute |
| MyHeritage DNA | Testers who also build their tree on MyHeritage | Results connect to the MyHeritage tree builder and Smart Matches |

## AI-powered tools

This is the newest category in genealogy software, and it is evolving quickly. These tools use artificial intelligence to help with tasks that traditionally required manual effort, such as reading old handwriting, translating documents in foreign languages, extracting structured data from unstructured sources, and identifying patterns across large collections.

### KleioBase

KleioBase is ours, so read this as disclosure. It is an AI research companion that turns scattered historical records into one connected family archive. Reading a document is only the first step. From each photograph, scan, or PDF you upload, the names, dates, places, relationships, and occupations go into a searchable [knowledge base](/docs/knowledge-base), and the extracted people, places, and events connect automatically, so a name that appears in a birth certificate links to the same name in a marriage record.

The platform includes a matching engine that identifies potential duplicates across your uploaded records, an interactive [family tree](/docs/family-tree) that marks where a branch is missing a parent, a timeline view of events, a places map, and a [Research Companion](/docs/research-companion), an AI assistant that has context about your specific collection and can answer questions about your documents.

We should be honest about where KleioBase stands. It is newer and smaller than the established platforms in this guide. It does not have a record repository: you bring your own documents, or import an existing tree from a GEDCOM file. It can help you look for new ones: the Research Companion searches the public web for the archives and collections likely to hold a record your tree is missing, though it cannot search inside Ancestry, FamilySearch or MyHeritage for you. Its family tree is built from the evidence in those documents, not from a shared online tree or record hints. What it does offer is a workflow for document-heavy research that the traditional platforms have not matched: upload a document, get structured data back, and have that data connect automatically to everything else in your collection.

If your research involves a lot of primary source documents, especially in non-English languages or difficult handwriting, [KleioBase is worth trying](/pricing) alongside your existing tools. It is designed to complement the platforms you already use, not replace them.

### What AI can do for genealogy research

The most practical applications right now are transcription and extraction. If you have a stack of old documents, such as handwritten birth certificates, church records in Latin or immigration manifests in Cyrillic script, AI can read them faster and more consistently than most humans can. It can pull out names, dates, places, and relationships and organise them into structured data you can search and cross-reference.

Translation is another area where AI helps. Genealogy research frequently crosses language barriers. A German church record from the 1700s or a Hebrew burial registry requires either language skills or a translator. AI handles these translations well enough for research purposes, especially for extracting factual data like names and dates.

## Family tree builders and record repositories

These are the platforms most researchers encounter first. They combine a family tree builder with access to digitised historical records: census pages, vital records, immigration documents, military records, and more. The size of their record collection is their main selling point.

### Ancestry.com

Ancestry says it has 71 billion records online, the largest figure published by any company in this guide, drawn from more than 80 countries of origin. Its search tools are mature, and it suggests records for the people in your tree as hints. If you have taken an AncestryDNA test, its ThruLines feature goes a step further, suggesting how a DNA match may be related to you through common ancestors found in other members' trees.

The trade-off is cost. Ancestry is subscription-based, and the more countries' records you want, the more you pay. On 18 October 2026 Ancestry's US offer page listed U.S. Discovery at $24.99 a month, World Explorer, which adds international records, at $39.99, and All Access, which adds Fold3 and Newspapers.com, at $59.99, with lower monthly rates on a six-month commitment. Prices differ by country and change often, so check the current offer. The other trade-off is that Ancestry's records are behind a paywall. You can build a tree for free, but viewing the actual documents requires a subscription.

Ancestry works best for researchers focused on the US, UK, and other English-speaking countries. If your ancestors came from those regions, Ancestry's record depth is hard to beat.

### FamilySearch

FamilySearch is completely free. It is a nonprofit sponsored by The Church of Jesus Christ of Latter-day Saints, and it is open to everyone regardless of religious affiliation. FamilySearch began microfilming records in 1938, as the Genealogical Society of Utah, and in 2021 it announced that it had finished digitising its collection of more than 2.4 million rolls of microfilm.

The record collection is enormous: billions of records spanning hundreds of countries. Indexing is volunteer-driven, so coverage is uneven. Some collections are fully indexed and searchable, while others have been digitised but not yet made searchable, and those browse-only image collections mean paging through the original documents yourself.

FamilySearch uses a shared family tree model. There is one global tree, and any user can edit any entry. You benefit from other researchers' work, but someone can also change your entries. Serious researchers learn to use FamilySearch's records while maintaining their own tree elsewhere.

### MyHeritage

MyHeritage is based in Israel and has strong international coverage. It puts its own count at 38.6 billion historical records, and FamilySearch has singled out its French and Scandinavian collections in particular. Its Smart Matches feature automatically compares your tree against other users' trees and flags potential connections.

MyHeritage also offers DNA testing and integrates DNA results directly into the family tree experience. It is also known for its photo tools, which colourise old black-and-white photos and animate still portraits. When it launched the animation tool, Deep Nostalgia, in February 2021, MyHeritage reported more than a million photos animated in the first 48 hours.

Pricing sits between Ancestry and FamilySearch. A free tier lets you build a small tree. Premium and PremiumPlus are tree plans: MyHeritage lists historical records under its Data subscription, or under Complete, which bundles Data with PremiumPlus. Some of what Data unlocks is FamilySearch data that is free at FamilySearch.org, which is worth knowing before you choose; [what a MyHeritage subscription buys that FamilySearch does not](/blog/myheritage-vs-familysearch-what-you-pay-for) sets out how to check. MyHeritage is a strong choice if your research extends into continental Europe or if you want DNA and tree building on the same platform.

### Which one should you use?

Most researchers use at least one of these three, and many use all of them. Each has records the others do not. A marriage certificate on Ancestry might have no equivalent on FamilySearch, and a parish register on FamilySearch might not appear on MyHeritage. Checking all three is standard practice for thorough research. If you are weighing two of them against each other, the head-to-heads cover [Ancestry vs MyHeritage](/compare/ancestry-vs-myheritage), [Ancestry vs FamilySearch](/compare/ancestry-vs-familysearch), and the realistic [alternatives to Ancestry](/compare/ancestry-alternatives).

## Desktop genealogy software

Not everyone wants their family tree in the cloud. Desktop genealogy programs store your data locally on your computer. They tend to offer more detailed source citation tools, more control over your data structure, and the ability to work offline. The learning curve is steeper.

### RootsMagic

RootsMagic is a desktop genealogy program for Windows and Mac. It offers detailed source citation templates, strong reporting (family group sheets, pedigree charts, narrative reports), and connections to both Ancestry and FamilySearch, so you can work with their hints and share data with them without leaving the program.

RootsMagic uses a one-time purchase model: you buy the software once and own it, with no subscription. RootsMagic has said its policy is to make updates within a version free, while a new major version is a paid upgrade, discounted for existing users. It supports GEDCOM import and export, so moving your data in and out is straightforward.

### Legacy Family Tree

Legacy Family Tree is another established program, for Windows only, with a loyal following. Its strengths are similar to RootsMagic's: detailed citations, comprehensive reporting, and GEDCOM support. Since version 10, released in June 2024, every feature that used to be reserved for its paid Deluxe Edition is free, which makes it the easiest way to try desktop software without paying anything. Legacy is owned by MyHeritage.

### Gramps

Gramps is free, open-source genealogy software that runs on Windows, macOS and Linux. It describes itself as a community project, created, developed and governed by genealogists. The interface is less polished than commercial alternatives, but it is fully functional and highly customisable.

The main appeal of Gramps is control. Your data stays on your machine in an open format, with no subscription, which suits researchers who care about long-term data preservation.

### Who are desktop programs for?

Desktop programs work best for researchers who want fine-grained control over source citations, prefer offline access, or want to avoid ongoing subscription costs. If you are writing a family history book and need narrative reports, desktop software handles that better than most cloud platforms. The trade-off is that you manage your own backups, and collaboration with other researchers requires exporting and sharing files.

## DNA platforms

DNA testing has become a standard tool in genealogy research over the past decade. A DNA test can confirm (or disprove) documentary evidence, break through brick walls where no records survive, and connect you with living relatives you did not know existed.

### The major testing companies

**AncestryDNA** is what Ancestry calls the world's largest consumer DNA network, with more than 30 million people by its own count. A larger database means more potential matches, which matters if you are trying to find cousins. AncestryDNA integrates directly with your Ancestry family tree, which makes it easy to see how DNA matches relate to your documented research.

**23andMe**, founded in 2006, offers health reports alongside its ancestry breakdown, which it said in September 2026 now covers more than 5,000 regions. In our judgement its genealogy tools are less developed than Ancestry's. Its ownership changed recently: on 14 July 2025, TTAM Research Institute, a nonprofit founded and led by co-founder Anne Wojcicki, completed its acquisition of 23andMe's consumer DNA testing business, which continues to operate. The nonprofit now calls itself the 23andMe Research Institute.

**MyHeritage DNA** puts its database at 9.6 million people, and in a 2021 guide MyHeritage described its kit as the number one DNA test in Europe. Its results integrate with the MyHeritage tree builder and Smart Matches system, so it suits researchers who build their tree on MyHeritage, which is particularly strong in European records.

### What DNA adds to documentary research

DNA results complement document-based research rather than replacing it. A DNA match tells you that you share a biological ancestor with someone, but it does not tell you who that ancestor was, when they lived, or where. You still need documents for that.

DNA is strongest at confirming relationships, breaking through adoption or illegitimacy [brick walls](/blog/breaking-genealogy-brick-walls-fan-club-research), and connecting with cousins who may have documents and photographs you have never seen. Think of DNA as one more source alongside vital records, census pages, and family letters.

## What to look for when choosing tools

No single metric determines which tool is right for you, but these factors matter most.

**Record access.** How many records does the platform index, and do they cover the regions your ancestors came from? A platform with 70 billion records is useless if none of them are from the country you need. Check coverage for your specific regions before subscribing.

**Data portability.** Can you get your data out? [GEDCOM](/blog/understanding-gedcom-files) is the standard exchange format for genealogy data. Any tool you commit to should support GEDCOM export. If it does not, your data is locked in, and you are dependent on that company's continued existence. Supporting GEDCOM export is the floor rather than the answer, though, because an export that opens cleanly can still have left your notes and citations behind: [which parts of your family tree survive a GEDCOM export](/blog/gedcom-export-what-survives-which-software-loses-data) sets out how to check what a given tool carries.

**Pricing model.** Some tools charge monthly subscriptions. Others are one-time purchases. Some are free. Consider what you are willing to pay and for how long. A subscription that seems reasonable in month one adds up over years of research.

**Source citation handling.** Good genealogy research is sourced research. If you care about documentation, and you should, check whether the tool supports detailed source citations. Some platforms make this easy. Others treat citations as an afterthought. We compared [how the desktop programs build citations, and what survives export](/blog/genealogy-software-source-citations-compared) separately.

**AI capabilities.** If you work with original documents, consider whether a tool can help you transcribe, translate, and extract data. This is a relatively new category, but it can save significant time for document-heavy research. We cover [what AI can and cannot do for genealogy](/blog/how-ai-is-transforming-genealogy) in a separate guide.

**Collaboration.** Do you research alone, or with family members and other researchers? Some platforms make sharing easy, and others are designed for solo use.

**Offline access.** If you research at archives, libraries, or in places without reliable internet, a desktop program or downloadable records matter. Cloud-only tools require a connection.

## Our recommendation

Most serious researchers use multiple tools, because no single platform has every record and feature you need.

A practical combination looks something like this. Use a record repository (Ancestry, FamilySearch, or MyHeritage) for access to digitised historical records. Use a tree builder, cloud-based or desktop, to organise your findings and track your sources. If DNA testing fits your research goals, pick a platform with a large database in the regions you care about. And if you work heavily with original documents, try an AI-powered tool to help with transcription and extraction.

The best genealogy software is the one that fits the research you are doing. A researcher tracing a well-documented New England family has different needs than one piecing together an Eastern European lineage from handwritten records in three languages. Start with what you need today. Add tools as your research expands.

The one thing we would recommend to every researcher: whatever tools you choose, make sure you can export your data. Platforms come and go, and your research should outlast any single company's product decisions.

Canonical: https://kleiobase.com/blog/best-genealogy-software-2026