If you've decided to stop guessing which bin has what and start tracking your storage digitally, the next question is which tool to use. There are more options than you'd expect — from QR label kits on Amazon to full inventory apps to open-source projects you host yourself.
I tested and compared seven of them. A few are genuinely good. Others are overpriced or designed for warehouses and will confuse anyone who just wants to find the holiday lights. Here's how they stack up.
Key takeaways
- Most QR label kits require buying proprietary stickers and lack search or multi-user features
- Only two apps in this space offer AI photo recognition (OpenBin and Elephant Trax)
- Open-source options (OpenBin, Homebox) give you full data control with no subscription
- Sortly is polished but priced for businesses, not households
How do the storage bin tracking apps compare?
| App | QR labels | Photos | AI | Multi-user | Self-host | Free tier | Paid price |
|---|---|---|---|---|---|---|---|
| OpenBin | Print your own | Paid | Yes | Paid | Yes | 10 bins | $3–6/mo cloud |
| ToteScan | Buy theirs | Yes | No | Yes | No | Unlimited | Labels ~$12–17/pack |
| Sortly | Paid only | Yes | No | Paid only | No | 100 items | $24–299/mo |
| Homebox | Print your own | Yes | Add-on | Yes | Yes | Unlimited | Free |
| Elephant Trax | Buy theirs | Yes | Paid | Paid | No | Limited | $12–24/yr |
| QR Smart Labels | Buy theirs | Yes | No | No | No | Unlimited | $15/yr |
| Snipe-IT | Print your own | Yes | No | Yes | Yes | Unlimited | $40–250/mo cloud |
A note on "Paid" in the table: OpenBin's AI assistant and search work on all plans including free. Photo upload, AI photo analysis, and AI reorganization require Plus ($3/mo) or Pro ($6/mo). Multi-user (up to 10 members) requires Pro. The self-hosted version has none of these limits.
Now let's look at each one.
OpenBin
Open source, bin-centric, AI-powered. openbin.app
Full disclosure: I built OpenBin, so take this section with that context. I'll be as specific about limitations as I am about strengths.
OpenBin is organized around the bin — a physical container — rather than individual items. You create locations and areas (garage left wall, attic, basement shelf), add bins, and print QR labels on standard label paper in four styles: colored cards, plain QR, icon-only, or text-only. Scan a sticker with your phone camera and you see everything inside that bin.
AI features
OpenBin has four distinct AI capabilities:
Photo analysis. Upload a photo of an open bin and the AI identifies what's inside — item names, descriptions, estimated quantities. It suggests a bin name, tags, and notes based on the contents. If it gets something wrong, you can ask it to reanalyze with a correction ("the red thing is a toolbox, not a lunchbox") and it refines the results.
Natural language commands. Instead of tapping through menus, type what you want: "Add batteries to the tools bin," "Move the camping stove to outdoor gear," or "Create a bin called Holiday Lights with items: string lights, extension cord, timer." The AI previews the action before applying it.
Inventory search. Ask "Where did I put the holiday lights?" and the AI searches across all bins and returns matches with an explanation of why each bin was included.
Reorganization suggestions. On Plus and Pro plans, the AI can analyze how your bins are organized and suggest improvements — renaming, moving items between bins, creating new areas. You get a side-by-side comparison of the current layout vs. the proposed one, and you can accept or dismiss individual changes.
All four features work with OpenAI, Anthropic, Google Gemini, or any OpenAI-compatible endpoint. Advanced users can route different task types to different models — use a cheap model for text commands and a more capable one for photo analysis. Self-hosters bring their own API keys. Cloud users get AI included.
There's also an MCP server that connects AI assistants like Claude directly to your inventory via 43 tools across 9 categories, so you can manage bins through any MCP-compatible chat interface.
OpenBin also records every QR scan as a usage event and renders an activity heatmap per bin — a GitHub-contribution-graph-style view of physical storage activity. Useful for spotting cold-storage candidates you can move to deeper shelves or donate.
Pricing and limits
Three cloud tiers:
- Free: 10 bins, 1 location, 1 member, 10 AI actions/month, CSV export. No photos.
- Plus ($3/mo): 100 bins, photo upload (100 MB), AI photo analysis, AI reorganization, 25 AI actions/month, full JSON/ZIP export.
- Pro ($6/mo): 1,000 bins, 10 locations, 10 members per location, 1 GB photos, 250 AI actions/month, API keys, custom fields, bin sharing links.
Annual billing drops Plus to $2.50/mo and Pro to $5/mo.
The self-hosted version has none of these limits. One Docker container, runs on a Raspberry Pi, and you control everything.
Sharing and roles
On the Pro plan, you can invite up to 10 members per location with three roles: admin (full control), member (add and edit bins), and viewer (read-only, can scan and search). Admins can rename the core terminology — "bins" become "boxes" or "containers," "areas" become "rooms" or "shelves" — to match how your household thinks about storage.
Best for: Self-hosters who want full AI-powered inventory with no limits, and cloud users who want photo recognition and natural language commands at a reasonable price.
Limitations: The app is newer than some competitors. Cloud free tier is limited to 10 bins with no photos. Multi-user requires the Pro plan. The mobile experience is a PWA (installable from the browser, works like a standalone app) rather than a native app store download.
ToteScan
Established QR label kit, no subscription. totescan.com
ToteScan has been around longer than most apps in this space. You buy packs of pre-printed QR labels from their website or Amazon, stick them on bins, and scan with the ToteScan app to see what's inside.
The app itself is free. The business model is selling labels — roughly $12–17 per pack depending on size and finish. You add items manually (no AI), attach photos, and search across all your labeled containers. Multi-user sharing is supported. There's an Alexa skill if you want to ask "Alexa, where are my Christmas lights?" which is a nice touch.
Best for: People who want a simple, no-subscription system and don't mind buying proprietary labels.
Limitations: No AI assistance for cataloging. You can't generate your own QR codes — you have to use their labels. No web interface for editing inventory from a computer.
Sortly
Polished UI, priced for businesses. sortly.com
Sortly is the most visually polished app in this list. The interface is clean, the onboarding is smooth, and it has features like custom fields, low-stock alerts, and activity logging that most competitors don't.
The problem is price. The free tier caps you at 100 items and one user. To get QR labels and multi-user access, you need the Advanced plan at $24/month (discounted first year, then $49/month). That's $588/year for a household organizing their garage.
Sortly is built for businesses managing supplies, equipment, or retail inventory. If that's you, it's worth evaluating. If you're a household that wants to track 30 bins in the attic, it's overkill.
Best for: Small businesses and teams that need professional inventory management with reporting.
Limitations: No AI. No self-hosting. QR labels and multi-user locked behind expensive paid plans. 100-item free tier runs out fast.
Homebox
Open source, self-hosted, no frills. homebox.software
Homebox is the closest thing to OpenBin's direct competitor. It's open source (AGPL), self-hosted via Docker, and designed for home inventory rather than business asset tracking. You can generate QR labels tied to asset IDs, attach photos, and track items with custom fields, warranty info, and manuals.
The community behind it is active — the sysadminsmedia fork ships updates every few weeks. It runs well on low-power hardware and has a clean, functional interface.
Where it differs from OpenBin: no built-in AI (though a third-party Homebox Companion adds GPT-powered photo cataloging and chat via a separate Docker container), no official cloud option (you have to host it yourself), and no native mobile app (it's a responsive web UI). It also tracks individual items rather than bins, so the mental model is different — you're logging "drill" as an item rather than "Garage Bin 3" as a container with a drill inside.
Best for: Self-hosters who want an item-level home inventory with warranty tracking and are comfortable running Docker.
Limitations: No built-in AI (third-party add-on available). No cloud option. No native mobile app. Item-centric rather than bin-centric. Requires Docker to run.
Elephant Trax
Affordable QR labels with AI keywords. elephant-trax.com
Elephant Trax went viral on TikTok and it's easy to see why. The pitch is simple: buy a pack of QR labels, stick them on your bins, scan with the app, add photos, and the AI generates searchable keywords for what's inside. It's visually fun and the onboarding is frictionless.
The free tier lets you scan and upload photos with manual keywords. AI-generated keywords and multi-user sharing start with the Personal plan at $11.99/year (2 user licenses); the Pro plan at $23.88/year bumps that to 5 user licenses. Labels are sold separately on Amazon.
For the price, it's reasonable. The AI keyword feature is simpler than full photo recognition — it suggests search terms rather than identifying individual items — but it gets the job done for basic "what's in this bin?" searches.
Best for: Households who want an affordable, app-store-friendly solution and are fine with proprietary labels.
Limitations: Free tier has no sharing and no AI. Labels are proprietary. No web interface. No self-hosting. No export mentioned in their docs.
QR Smart Labels
Label-first, app-second. qrsmartlabels.com
QR Smart Labels sells color-coded QR sticker packs with a companion app. The app is functional — add items, attach photos, search across bins. The free tier is surprisingly generous: unlimited label scanning, unlimited items with images and descriptions.
The catch: export (CSV/PDF), inventory tracking, and expiration reminders are locked behind the Professional plan at $14.95/year. And the subscription page doesn't list multi-user support. If you share a household, only one person gets access.
The color-coding is a nice physical-world feature — different colors for different categories (red for holiday, blue for tools, etc.) — that helps even without scanning.
Best for: Solo organizers who want a cheap, functional QR system and don't need sharing or export.
Limitations: No multi-user. Export requires paid plan. No AI. No web app. Proprietary labels.
Snipe-IT
Enterprise asset management. Not for your garage. snipeitapp.com
Snipe-IT is an open-source IT asset management tool used by thousands of companies to track laptops, monitors, and network equipment. It can generate QR labels, has granular permissions, supports LDAP, and has a full REST API.
I'm including it because it shows up in "best inventory app" searches and someone will ask. If you're managing equipment for a business or a large organization, Snipe-IT is battle-tested and the self-hosted version is free.
For home use? It's like using Salesforce to track your grocery list. The UI assumes you know what "RBAC" means. The setup requires PHP, MySQL, and a web server. Cloud hosting starts at $40/month.
Best for: IT departments and businesses tracking company assets with audit requirements.
Limitations: Not designed for household use. Complex setup. Cloud pricing starts at $400/year (annual billing). UI built for asset managers.
What about generic QR generators?
You'll find articles suggesting you use QR Tiger, Scanova, or Bitly to generate QR codes that link to a Google Doc or note for each bin. This technically works. In practice, it means creating and maintaining a separate document for every bin, with no search across bins, no photos, no sharing, and no way to quickly find "where's the extension cord?" across your whole storage system.
If you've already tried this approach and found it tedious, that's why dedicated apps exist.
Frequently asked questions
Do I have to buy proprietary QR labels?
Not with every app. OpenBin, Homebox, and Snipe-IT let you generate and print your own labels on any paper. ToteScan, Elephant Trax, and QR Smart Labels require buying their labels.
Which app is best for a household on a budget?
OpenBin self-hosted or Homebox — both are free and open source with no limits. OpenBin's free cloud tier works for small setups (10 bins) and includes basic AI. Homebox is self-hosted only. If you want photos and AI photo recognition on the cloud without self-hosting, OpenBin Plus is $3/month.
Can I switch apps later without losing my data?
Look for CSV or JSON export. OpenBin (CSV on all plans, JSON/ZIP on Plus+), Sortly, Homebox, and Snipe-IT all offer export. Some apps (like Elephant Trax) don't mention export at all — which means your data may be locked in.
Is there one app that does everything?
No. Sortly has the best UI but costs too much for personal use. ToteScan has the simplest setup but no AI. OpenBin has the most features for free but is newer. Pick the one that matches your priorities — budget, AI, sharing, self-hosting — not the one with the longest feature list.
Which storage bin tracking app should you pick?
The right app depends on what matters to you. If you want the simplest possible setup and don't mind buying labels, ToteScan or Elephant Trax will get you started in five minutes. If you want full control over your data and don't mind running Docker, Homebox or OpenBin give you that for free with no limits. If you want AI-powered cataloging and household sharing without self-hosting, OpenBin's cloud plans start at $3/month.
The one approach I'd avoid: building a DIY system with generic QR codes and spreadsheets. It sounds simple, but it falls apart the moment your collection grows past ten bins. Every app on this list exists because someone tried the spreadsheet approach first and gave up.
For a step-by-step guide to setting up QR-based bin tracking, see how to keep track of what's in every storage bin. For use-case-specific walkthroughs, the guides for Christmas decoration storage, craft supply organization, and board game collection storage show how the tools in this comparison apply to real collections.
Sources: Sortly Pricing, 2026 · Snipe-IT Pricing, 2026 · ToteScan · Homebox (sysadminsmedia fork) · Elephant Trax · QR Smart Labels