Best photo cataloging software in 2026: an honest comparison

There's no single best photo cataloging software. CachePix fits if you want your photo archive searchable on your phone, with no server for you to install or run and no cloud copy of your photos. If you want facial recognition, a free open-source tool or an off-site copy, another app here will suit you better. We compared 17 options on the facts their makers publish.

Last updated

How we checked

Each statement about another product comes from that product's own website, manual, pricing page or app store listing, checked October 6, 2026. Then we looked for independent, non-social publications saying the same thing.

  • Where two or more agree with the vendor, we state the fact plainly.
  • Where only the vendor says it, the text says "per vendor" or names the maker, as in "per Adobe".
  • When a vendor's own pages disagree, we follow the page that governs, such as its pricing page or manual.
  • If we couldn't source a cell, it reads "Not compared". No guessing.

Prices are US list prices as of October 2026, so check with the vendor before you buy. We didn't test other apps hands-on. Our CachePix facts describe version 0.2.1 on the computer and 1.1.0 on phones.

Best photo cataloging software, by what you need

The best photo organizing software, or the best photo management software, depends on the job, not the brand. These picks follow what the makers publish as of October 2026, not a ranking.

By platform: Peakto, NeoFinder and DriveVault (per DriveVault) run on Mac only, and abeMeda, from a separate developer, reads NeoFinder catalogs on Windows. WinCatalog is a Windows app with no native Mac or Linux version (per WinCatalog). digiKam, Ente Photos and PhotoStructure (per PhotoStructure) also run on Linux. For Mac options, see photo catalog software for Mac.

Your archive on your phone, with no server for you to install or run

Looking for the best photo catalog app to carry your archive on your phone? Pick CachePix. It catalogs the photos on your drives, then syncs a searchable catalog to free iPhone and Android companion apps, so you can browse your archive with the drives unplugged. In Drives & Folders, choose Catalog a Folder…, then open Pair Phone…, click Turn On and scan the QR code. The catalog syncs one way, from your computer to your phone, over your local network.

Mylio Photos is another way to do this. With a paid Photos+ plan, Mylio says phones default to a setting that keeps thumbnails and metadata for the library, and it markets the library as browsable and searchable offline. Its manual says Photos+ also syncs over the internet through Mylio's relay service when your devices are apart. CachePix doesn't sync over the internet.

Facial recognition and AI search on your own computer

Want local photo management software with facial recognition? Look at Mylio Photos, Excire Foto and Peakto. Mylio says its facial recognition and AI search run locally on your own devices. Excire Foto searches by description, finds similar photos and helps you cull, all on your computer. Peakto, a Mac app, adds AI culling, duplicate detection and video tools. digiKam has facial recognition too, and it's free.

CachePix has no facial recognition, face detection or AI tagging. People names come from metadata in your files, or names you type in CachePix. That's by design. If you want an app to find faces for you, it's the wrong pick.

Free and open source

digiKam is free and open source, and it runs on Linux, Windows and macOS with no server. Immich and PhotoPrism's Community Edition are free to self-host and open source too, but both need a server: one you run, such as a NAS, or for PhotoPrism, paid hosting from its partner PikaPods.

As of October 2026, some other apps have free versions: Mylio Photos (syncing between devices needs its paid Photos+ plan), PhotoStructure Lite (per PhotoStructure) and Synology Photos, which Synology says is free for Synology NAS owners. CachePix has no free tier; see CachePix pricing.

Drives you keep in a drawer

Disk catalog software fits this job.

  • NeoFinder catalogs internal and external drives, optical discs and LTO tapes on a Mac, and lets you browse and search a cataloged drive without it connected.
  • WinCatalog catalogs internal and external drives, USB flash drives and CDs and DVDs on Windows, and lets you search them without the drives connected, according to its website.
  • DriveVault, a Mac app, catalogs files of any type on external drives and lets you search them after you unplug, per its website and App Store listing.
  • Lightroom Classic and Peakto, photo apps rather than disk catalogs, also show photos from disconnected drives on the computer, according to Adobe and CYME.

Which tools keep working offline? On the computer, each app above lets you search with the drive unplugged, per its maker. On a phone, Mylio says Photos+ keeps thumbnails and metadata for the library by default, and NeoFinder's iPhone and iPad app searches catalog files you copy to it with no network connection, per its developer.

CachePix shows thumbnails and HD previews of the JPEG, PNG, WebP and RAW photos you've cataloged from unplugged drives, on your computer and your phone. Browse and search your catalog with the drives unplugged and the computer at home. CachePix checks your plan online at least once every 14 days.

A copy of your photos in the cloud

Google Photos, iCloud Photos, Amazon Photos and Ente store your photos online, and the cost rises with storage. As of October 2026, Google and Apple list 2 TB at $9.99 a month in the US, and Amazon lists $11.99 a month. Google's and Apple's plans cover more than photos: Google's storage is shared with Gmail and Drive, and iCloud storage with device backups and other iCloud data. Google lets you share a paid plan with up to five other people, and Apple says an iCloud+ plan can be shared with up to five other family members.

As of October 2026, Ente's 2 TB plan is $239.88 a year, while its free 10 GB tier and $29.88-a-year 50 GB plan cost no more than CachePix for a small library. Ente encrypts photos on your device before they upload, and Ente's help center says its phone app also has a Gallery mode for browsing the photos already on your phone without an account or upload, though not yet in every region. Amazon Prime includes unlimited full-resolution photo storage.

CachePix is a catalog, not a backup. It makes your archive findable. It doesn't make a second copy, so keep backing up your drives. Its price doesn't change with how many photos you catalog.

A very large library

Per their makers, Mylio Photos, Immich, Lightroom Classic and WinCatalog set no limit on library size. Excire recommends up to about 1 million photos per database, and digiKam's manual covers collections of more than 500,000 items. In the cloud, the largest iCloud+ plan is 12 TB as of October 2026.

CachePix sets no cap on photos or drives, and we haven't published a benchmark. Our storage measurement used a real library of 190,566 photos (885.66 GB) in two folders on one external drive, cataloged on a Mac and synced to an iPhone in August 2026. The method is in how much space it uses on your phone.

A NAS you already own

Per Synology, as of October 2026, Synology Photos is free for NAS owners, its iPhone and Android apps can back up new photos to the NAS, and facial recognition works on supported models. The NAS is the central library, and phones and browsers reach it on your local network or remotely, for example through Synology's QuickConnect.

Photo catalog software comparison table

Seventeen candidates for the best photo catalog software, six questions, one date. Scroll sideways on a phone. Product names link to our head-to-head pages where one exists.

Photo catalogs, organizers and cloud photo services, as of October 2026. US list prices.
ProductDesktopPhone appNeeds a serverPhotos uploadedFacial recognitionPrice modelChecked
CachePixMac with Apple silicon (macOS 12+) and 64-bit WindowsYes: free iPhone and Android apps (iOS 18+, Android 9+), plan requiredNo server for you to install or runNo. Photos, previews and catalog stay on your computer and phoneNo, by design$4.99/mo or $29.99/yr after a 14-day trial (card required), or $99 onceVersion 0.2.1
Mylio PhotosWindows 10 (21H2+, 64-bit) and 11, macOS 11+Yes: free iPhone and Android apps; syncing between devices needs Photos+No; devices sync with each otherNo, by default; optional Mylio Drive and SecureCloudYes, on your devices, Mylio saysFree version; syncing between devices needs Photos+, $25/mo or $240/yr (per Mylio)Oct 6, 2026
NeoFinderMac (Apple silicon and Intel); abeMeda for Windows, from a separate developerPartly: iPhone and iPad app, $5.99; no Android version found (per vendor)No; catalogs live in a local folder (per vendor)Catalogs stay on your Mac by default; AI runs on device (per vendor)No: detects which photos contain a face but doesn't identify people (per its guide)One-time: $39.99 for up to 3 Macs (per vendor)Oct 6, 2026
DriveVaultMac only, macOS 14+ (per vendor)No; HTML reports open in any browser (per vendor)No; catalog lives on your Mac (per vendor)No; catalog and thumbnails stay on your Mac (per vendor)Not comparedFree for 1 drive up to 4 TB; one-time $14.99 to $99.99 by number of drives (per vendor)Oct 6, 2026
Lightroom ClassicWindows and macOSPartly: synced collections only, in Adobe's Lightroom mobile app via Adobe's cloudNo; runs on one computerPartly: originals stay local; sync uploads Smart Previews of synced collectionsYes: People view (per Adobe)Subscription only: US$11.99/mo in the Lightroom plan, annual billed monthly (per Adobe); 7-day trialOct 6, 2026
Excire FotoWindows 11, macOS 12+ (per Excire)No: none found on Excire's site or in the app storesNoNo; Excire says nothing is uploadedYes: face and people search on your computer; you tag names yourself (per Excire)One-time: $249, with a 14-day trial (per Excire)Oct 6, 2026
PeaktoMac only (macOS 12.4+)Partly: in a phone browser through Peakto Connect, served by your Mac (per CYME)No separate server; your Mac serves browser accessNo; CYME says media isn't uploaded to a cloudYes, on your MacFrom $10/mo billed every two years ($240), or $270 once (per CYME)Oct 6, 2026
digiKamLinux, Windows and macOSNo app listed; shares to devices over DLNA on your network (per digiKam)No; local database by defaultNo; photos stay on your computerYes, on your computerFree and open sourceOct 6, 2026
ImmichNo native app; web app served by your Immich serverYes: free iPhone and Android appsYes: one you run, usually with DockerNo; photos stay on the server you runYes, on your serverFree and open source (AGPL v3); you supply the hardwareOct 6, 2026
PhotoPrismIn a browser, or as an installable web appPartly: web app (PWA); no first-party store appYes: your own, or paid PikaPods hostingNo, when self-hosted; photos stay on your serverYes, in all editionsCommunity Edition free; memberships from EUR 2/mo billed annually (per PhotoPrism)Oct 6, 2026
PhotoStructuremacOS Monterey+, Windows 10+, Linux (per vendor)Partly: in a phone browser, addable to the home screen (per vendor)No; runs on an ordinary computer, server optional (per vendor)No; photos stay on your hardware (per vendor)Reads face tags other apps wrote; its docs don't describe recognizing faces (per vendor)Free Lite; Plus $5/mo or $42/yr per household (per vendor)Oct 6, 2026
Synology PhotosWeb browser connected to your NAS (per Synology)Yes: free iPhone and Android apps that connect to your NAS (per Synology)Yes: a Synology NAS (per Synology)No; photos stay on your own NAS (per Synology)Yes, on supported NAS models (per Synology)Free, per Synology; NAS and drives bought separatelyOct 6, 2026
Ente PhotosmacOS, Windows, Linux and webYes: iPhone, iPad and AndroidNo; Ente hosts it (self-hosting optional)Yes: end-to-end encrypted, to Ente's cloudYes, on device10 GB free; storage plans from $29.88/yr for 50 GBOct 6, 2026
Google PhotosWeb browser or Google's Photos Web AppYes: free Android and iPhone appsNo; Google runs the serviceYes: built around backup to your Google Account (can be turned off)Yes: Face Groups (not in all regions)Up to 15 GB free, shared with Gmail and Drive; storage tiers from $1.99/mo for 100 GB (per Google)Oct 6, 2026
iCloud PhotosBuilt into macOS; iCloud for Windows or iCloud.comPartly: built into iPhone and iPad; no Android app listed (per Apple)No; syncs through Apple's iCloud (per Apple)Yes, when iCloud Photos is onYes: People & Pets5 GB free, shared with device backups; iCloud+ $0.99/mo (50 GB) to $59.99/mo (12 TB)Oct 6, 2026
Amazon PhotosWindows and Mac apps, plus web (per Amazon)Yes: iOS and Android appsNo; Amazon hosts the storageYes: stored on Amazon's serversYes: People grouping, can be turned off (not in all locations)5 GB free; unlimited photos with Prime; plans from $1.99/mo for 100 GBOct 6, 2026
WinCatalogWindows; no native Mac or Linux version (per vendor)No: Windows downloads only, no phone app found (per vendor)No; each catalog is a single file (per vendor)No cloud, per WinCatalog's siteNone described in its docs (per vendor)One-time: $49.95 Personal, $89.95 Professional; 30-day trial (per vendor)Oct 6, 2026

Reading the table. "Per vendor" (or "per Adobe", "per CYME") means only the maker states it, so far. "Not compared" means we couldn't source that cell, so we don't state it. A tick, cross or half circle marks the answer in that column, not whether it's good or bad.

Disk catalogs on this list

A disk catalog records what's on each drive, so you can find a file after the drive goes back in the drawer. NeoFinder, WinCatalog and DriveVault are disk catalogs. They handle video as well as photos, according to their makers, and they add tools a photo app doesn't need. WinCatalog tracks who borrowed a disk. DriveVault says it can compare two drives to show which files are missing or different, which helps when you check a backup.

Comparing the best disk catalog software on price? As of October 2026, DriveVault is free for one drive up to 4 TB, WinCatalog offers a full-featured 30-day trial, and NeoFinder's free download is a 30-day demo limited to 10 catalogs, according to their websites.

A photo catalog is built around the pictures: previews you can scan by eye, plus the people, keywords and captions photographers write into their files. CachePix is a photo catalog. It keeps a 512px thumbnail and an HD preview (2048px by default) of each cataloged JPEG, PNG, WebP and RAW photo (15 RAW formats, including CR3, NEF, ARW, RAF and DNG).

On your computer, one search box covers filename, people, keywords, caption, headline, title, city, state, sublocation, creator, event and categories. The phone app searches filename, people, keywords and caption.

The line blurs. NeoFinder reads EXIF, IPTC and XMP metadata and has a built-in XMP editor, according to its developer. DriveVault reads photo EXIF data such as camera, lens, ISO and date taken, per its website. Searching for NeoFinder for Windows? That page covers abeMeda and what CachePix offers instead. For the basics, read disk catalog vs photo catalog.

Where CachePix falls short

Here's what CachePix leaves out. Rule it out quickly if you need any of these.

  • Facial recognition or AI. None, by design. People names come from your metadata or what you type.
  • Video. Not supported. GIF and BMP files aren't cataloged either.
  • Photo editing. CachePix doesn't edit images. Cataloging never modifies, moves, renames or deletes your files. CachePix writes metadata only when you edit it, and only the fields you changed, as standard XMP in the file or in a sidecar next to RAW files.
  • Intel Macs, Linux or Windows on ARM. The Mac app needs Apple silicon (M1 or later) on macOS 12 or later. On Windows it needs 64-bit (x64).
  • Previews of iPhone HEIC photos. HEIC and TIFF photos are cataloged and searchable, and previews for them are coming. Until then they show a filename tile.
  • A free tier. There isn't one; see CachePix pricing.
  • Sync away from home. Sync and Get HD need your phone on the same local network as your computer.
  • A backup. CachePix makes no second copy of your photos.
  • Camera, lens, GPS or date search. Search covers text metadata. The phone can filter by year.

Still a fit? See the CachePix features in full, or download CachePix for Mac or Windows.

Head-to-head pages

Each page goes deeper on one product, with its own dated sources. Facts on these cards are as of October 2026.

  • Local-first

    CachePix vs Mylio

    Neither asks you to install or run a server, and Mylio keeps your library on your own devices by default. Mylio adds facial recognition, AI search and a free version; syncing between devices needs Photos+.

  • Disk catalog

    CachePix vs NeoFinder

    A Mac catalog for drives, discs and tapes, with an iPhone and iPad app. On Windows, abeMeda reads the same catalogs and is sold separately.

  • Self-hosted

    CachePix vs Immich

    Immich is free and open source, with facial recognition and phone backup. It needs a server you run.

  • Self-hosted

    CachePix vs PhotoPrism

    PhotoPrism runs on your own server or PikaPods hosting and opens in a browser, with automatic labels and facial recognition.

  • Editor and catalog

    CachePix vs Lightroom Classic

    Lightroom Classic edits and catalogs on your computer. Phones see only the collections you sync, through Adobe's cloud.

  • Disk catalog

    CachePix vs DriveVault

    A Mac app that catalogs files of any type on external drives, free for one drive up to 4 TB, according to DriveVault's website.

  • Cloud

    Google Photos alternative without the cloud

    Google Photos backs up to your Google Account, with up to 15 GB free, shared with Gmail and Drive. Here's how a catalog without the cloud compares.

  • Retired

    Picasa replacement

    Google stopped supporting Picasa in 2016. What to use now for the photos it organized.

Retired: Picasa

Google retired Picasa to focus on Google Photos and stopped supporting the desktop app on March 15, 2016. As of October 2026, Google's Picasa help center says it's no longer available for download. Still using it? Our Picasa replacement guide covers where to go next.

Common questions

What's the difference between a disk catalog and a photo catalog?

A disk catalog records the files on each drive, so you can search an unplugged drive. NeoFinder, WinCatalog and DriveVault work this way and handle video, per their makers. A photo catalog like CachePix centers on previews and photo metadata, keeping a 512px thumbnail and an HD preview of each cataloged JPEG, PNG, WebP and RAW photo (15 RAW formats).

Which photo catalogs work without uploading photos?

Most desktop catalogs do. With CachePix, your photos, previews and catalog never leave your own computer and phone. Mylio (by default), Excire Foto, Peakto, digiKam, NeoFinder, DriveVault and WinCatalog work locally, per their makers. Immich, PhotoPrism and Synology Photos keep photos on a server, usually your own. Google Photos, iCloud Photos, Amazon Photos and Ente store photos online.

Which of these need a server?

Immich, PhotoPrism and Synology Photos do. Immich needs a server you run, usually with Docker. PhotoPrism needs your own server or paid PikaPods hosting. Synology Photos runs on a Synology NAS. With CachePix, there's no server for you to install or run. CachePix's only online service is your account: email sign-in, the plan check, and Stripe billing in your browser.

Which ones let you browse your library on a phone?

CachePix syncs a searchable catalog to free iPhone and Android apps, so you can browse your archive with the drives unplugged. Mylio, Immich, Synology Photos, Ente, Google Photos and Amazon Photos have phone apps, iCloud Photos is built into iPhone, and NeoFinder has an iPhone and iPad app. PhotoPrism, Peakto and PhotoStructure work in a phone's browser, per their makers.

How did you check these facts?

We checked each competitor fact on the vendor's own website on October 6, 2026. Where at least two independent, non-social publications agree, we state it plainly. Where only the vendor says it, we write 'per vendor' or name the source. CachePix facts describe desktop version 0.2.1 and phone apps 1.1.0. Sources are listed below.

Last checked .

Sources

  1. Mylio Photos.
  2. NeoFinder. The independent editorial coverage below all predates 2024.
  3. DriveVault. We found no independent editorial coverage of DriveVault, so each DriveVault fact on this page is attributed to its maker.
  4. Lightroom Classic.
  5. Excire Foto.
  6. Peakto.
  7. digiKam.
  8. Immich.
  9. PhotoPrism.
  10. PhotoStructure. The Ars Technica article below is the only independent coverage we found, and it dates from 2021, so each PhotoStructure fact on this page is attributed to its maker.
  11. Synology Photos. All three independent publications below belong to Valnet, so we attribute Synology facts to Synology.
  12. Ente Photos.
  13. Google Photos.
  14. iCloud Photos.
  15. Amazon Photos.
  16. WinCatalog. The independent sources below are dated, so prices and system requirements come from WinCatalog only.
  17. Picasa. Picasa is retired, so older coverage is expected.

If CachePix fits, try it on your own drives.

$4.99 a month or $29.99 a year after a 14-day free trial, or $99 once for Lifetime. A card is required for the trial, and you're charged when it ends unless you cancel. Lifetime has no trial.

Start your 14-day free trial