Comparison

Frog Identifier Frog Sound ID vs LabelBug

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

Frog Identifier Frog Sound ID

Identify reptiles, frogs, snakes, and birds using your device's camera or uploaded photos. Get detailed information on species, including appearance, habitat, and sounds. Organize your discoveries with a personal collection feature.

Highlights
  • AI-powered reptile identification
  • Camera detection for live capture
  • Detailed species information
  • Habitat and sound data
  • Personal observation collections
  • Identification of over 10,000 species
Features
Read full description

Introducing the Frog Identifier Reptile ID app, your ultimate tool for identifying reptiles, frogs, snakes, birds, and more. Whether through your device's camera or by uploading a photo from your collection, this app can swiftly recognize any reptile species, providing you with comprehensive information at your fingertips. Here's what sets us apart: Accurate Reptile Identification: Our app utilizes state-of-the-art machine learning technology to identify over 10,000 animal species with remarkable precision. Simply upload a photo, and our database, filled with millions of images, will find the closest match. Camera Detection: Gone are the days of carrying heavy cameras. With our app, you can use your phone's camera to capture reptiles in stunning detail. Just focus, zoom, and let the app sharpen the image for you. Detailed Reptile Information: Dive into a full encyclopedia of reptile knowledge. Alongside your identification results, discover detailed information on appearance, sounds, habitat, distribution, feeding habits, and more. Unique Collections: Keep track of your observations with our in-app collection feature. Easily manage your findings and share your discoveries with friends and family. Join over a million reptile enthusiasts today by downloading the Reptile ID app. Let's explore the wonders of the natural world and delve into the realm of ornithology together! For more information, please visit our Terms of Use and Privacy Policy: Terms of Use: https://sites.google.com/view/magical-identifier-app/terms-of-service Privacy Policy: https://sites.google.com/view/magical-identifier-app/privacy-policy

About

LabelBug

Effortlessly generate professional insect specimen labels using GPS or map locations. Designed by entomologists, this tool automates label creation, saving time and ensuring accuracy for collectors, students, and researchers.

Highlights
  • GPS-based location auto-population
  • Automated smart formatting
  • Batch saving for multiple specimens
  • Preview labels before printing
  • PDF and CSV export options
  • Save field sites for quick access
Features
Read full description

LabelBug - The easiest way to generate labels for insect specimens... right from where you collect, or right from a map location. Designed by an entomologist, for entomologists. LabelBug is the must-have tool for collectors, students, and researchers who need quick, accurate, and professional insect labels—right from your iPhone or iPad. Dare we say, LabelBug makes label-making fun! Why LabelBug? • Lightning-fast label creation – Use your current GPS location or select a map location to auto-populate locality data. Quickly enter other standard label information, and LabelBug auto-formats beautiful labels. • No more hand-written field labels followed by manual label creation. Label your container/vial, identify it in LabelBug, and you're ready to print the moment you get home. • Smart formatting – Your labels are automatically sized to comply with standard labelling techniques. • Batch-saving – Group multiple specimens under the same note with individual label counts (e.g., 'Vial #1', x4 labels). • Preview before printing – See exactly how your labels will look at two size options. • PDF & CSV export – Export your labels for quick printing or custom edits. Other Features: • Save field sites for quick access to new labels. • Render italics for species names. • Edit, archive, or delete label batches as needed. • iCloud backup (if enabled). Whether you're managing research samples or beginning a new hobby, LabelBug takes the busywork out of labeling and lets you focus on discovery, collection of accurate scientific data, and having fun. Simple. Time-saving. Game-changing. --------------------------- Pricing and Subscriptions: Download and use for free. For full functionality, there are two options: Lifetime export access: $7.99 Monthly export access (auto-renew): $0.99 We use Apple's Licensed Application End User License Agreement. By using this app, you agree to Apple's Terms of Use: https://www.apple.com/legal/internet-services/itunes/dev/stdeula/

Screenshots

Frog Identifier Frog Sound ID4 screens
LabelBug4 screens

Verdict

The call

The clearest difference is rating: LabelBug at 5.0 against Frog Identifier Frog Sound ID's 3.5. LabelBug also leads on ads (none vs shown). Frog Identifier Frog Sound ID's advantage is ratings volume (186 vs 1) and device support (3 vs 1). On price, update cadence, in-app purchases and monetization model there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. Frog Identifier Frog Sound ID sells 3 in-app purchases, starting at $4.99 per 7 days and LabelBug sells 2 in-app purchases, starting at $0.99 per month. Whichever you choose, the download price is not the number that matters.

ReceptionRating · Positive reviews · Number of ratings

LabelBug holds the better App Store score, 5.0 against 3.5. That said, the two scores are not equally well evidenced: Frog Identifier Frog Sound ID has 186 ratings behind it against 1, so its average is the more settled of the two.

UpkeepUpdate frequency

Frog Identifier Frog Sound ID ships an update every 3 weeks, LabelBug fortnightly. The most recent releases landed on September 23, 2026 and June 4, 2026 respectively.

Scorecard5 real differences · 5 level
Frog Identifier Frog Sound ID versus LabelBug: the parameters behind the verdict, then further details
ParameterFrog Identifier Frog Sound IDLabelBug
PriceFreeFree
Rating3.5 (186 ratings)5.0 (1 ratings) — better
Positive reviews81.7% of reviews—
Number of ratings186 — better1
Update frequencyEvery 3 weeksFortnightly — better
AdsYesNo — better
In-app purchasesYesYes
MonetizationFree with in-app purchasesFree with in-app purchases
DevicesiPhone, iPad, iPod — betteriPhone
Requires iOS15.0 — better18.4
Further details — not scored
Size365 MB18 MB
Age rating4+4+
DeveloperHa Vu ThiCollection Jar LLC

Customer experience

Frog Identifier Frog Sound ID

All ratings186 ratings
Positive63.4%
Neutral2.7%
Negative33.9%
Written reviews82 reviews
Positive81.7%
Neutral1.2%
Negative17.1%

LabelBug

All ratings1 ratings
Positive100.0%
Neutral0.0%
Negative0.0%

Bugs and requests

Frog Identifier Frog Sound ID

Reported bugs

3 issues
  • Misidentified frog as owl
  • Inconsistent identification accuracy on some species
  • Misidentified tadpoles/baby frogs as insects

Requested features

3 requests
  • AI assistant integration within the app
  • Sound-based animal identification capability
  • Support for more animal types beyond reptiles and amphibians

LabelBug

Not enough reviews yet to summarise bugs or requests.

In-app purchases

3 purchases

Frog Identifier Frog Sound ID

Subscriptions3
  • Premium Weekly$4.997 Days
  • Premium Monthly$9.991 Month
  • Premium Yearly$39.991 Year
2 purchases

LabelBug

Subscriptions1
  • Monthly Export Subscription$0.991 Month
One-time1
  • Lifetime Export Access$7.99

Questions

Is Frog Identifier Frog Sound ID free?
Frog Identifier Frog Sound ID is free to download, with in-app purchases available.
Is LabelBug free?
LabelBug is free to download, with in-app purchases available.
Which has better reviews, Frog Identifier Frog Sound ID or LabelBug?
LabelBug is rated higher. Frog Identifier Frog Sound ID averages 3.5 out of 5 from 186 ratings, while LabelBug averages 5.0 from 1 ratings.
Do Frog Identifier Frog Sound ID or LabelBug have ads?
Frog Identifier Frog Sound ID shows ads; LabelBug does not.
Which is updated more often, Frog Identifier Frog Sound ID or LabelBug?
Frog Identifier Frog Sound ID ships an update every 3 weeks, and LabelBug fortnightly. Most recently, Frog Identifier Frog Sound ID was updated on September 23, 2026 and LabelBug on June 4, 2026.

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