Comparison

ML Trainer vs WebTraffic

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

Head to head
About

ML Trainer

Easily create training data for machine learning image classification models. Capture thousands of images with adjustable settings for speed and accuracy, then export them for use with popular development tools.

Highlights
  • Capture images for ML training data
  • Adjustable scan speed and frame count
  • Low light enhancement with flashlight
  • Export images to Photos app
  • Compatibility with CreateML, TensorFlow, Azure ML
  • Accuracy aids like crosshairs and guides
Features
Read full description

Creating original training data for Image Classification machine learning models just got a little easier! ML Trainer allows developers to quickly capture and export thousands of images to the Photos app, allowing every image to be imported with iCloud or the built in Image Capture app on Mac. Press the Scan button to capture a preset amount of images as you move closer to or pivot around your subject, or Tap the Camera button to capture a single picture. Toggle the Flashlight to improve results in low light conditions, and tap the Save button to export any captured images to the Photos app. While each image is always captured at a speed of 3 Frames Per Second, you can adjust the Frame Count of each Scan in the Settings Menu. A larger Frame Count will save you time, while a lower Frame Count will help improve accuracy across different angles. Enabling Crosshairs and Guides in the Settings Menu can also help improve accuracy. This app was specifically designed to speed up the process of importing data into the Xcode Developer Tool named CreateML. Exported images should also be compatible with other platforms like TensorFlow and Azure Machine Learning. A wired connection to a macOS device with the Image Capture app open will always be the fastest way to import your data to desktop.

About

WebTraffic

This tool helps mobile web developers analyze real-time network activity. It displays data sent and received, allowing inspection of how webpages transfer information. Supports various resource types and data formats for detailed examination.

Highlights
  • Real-time network activity display
  • Analyze data sent and received
  • Examine resource transfers
  • Support for XMLHttpRequest and Fetch
  • Preview of various data formats
  • Search and sort network requests
Features
Read full description

A lightweight front-end developer tool for mobile web page. The WebTraffic displays real-time network activity of webpage, showing data sent and received. The WebTraffic lets you examine how and when your webpage transfers data. • XMLHttpRequest, Fetch, image, img, css, icon, video, audio • Request/response headers • POST data • Json, Javascript, Text, video (mp4, m3u8, ts), audio, picture (webp, jpeg, png, gif) preview • Search, Sort

Screenshots

ML Trainer4 screens
WebTraffic3 screens

Verdict

The call

The clearest difference is update cadence: WebTraffic at every 3 days against ML Trainer's every 55 months. WebTraffic also leads on chart position (#144 vs unranked). ML Trainer's advantage is price ($0.99 vs $2.99). On rating, ratings volume, ads and in-app purchases 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

ML Trainer costs $0.99 and WebTraffic $2.99 up front. Neither carries in-app purchases, so what you see is what you pay.

ReceptionRating · Positive reviews · Number of ratings

On the App Store both sit at effectively the same score — 5.0 for ML Trainer against 5.0 for WebTraffic. Both are backed by a comparable volume of ratings — 2 and 3 respectively.

UpkeepUpdate frequency

ML Trainer ships an update every 55 months, WebTraffic every 3 days. The most recent releases landed on September 21, 2026 and September 14, 2026 respectively.

Scorecard3 real differences · 8 level
ML Trainer versus WebTraffic: the parameters behind the verdict, then further details
ParameterML TrainerWebTraffic
Price$0.99 — better$2.99
Rating5.0 (2 ratings)5.0 (3 ratings)
Positive reviews—83.3% of reviews
Number of ratings23 — better
Update frequencyEvery 55 monthsEvery 3 days — better
AdsNoNo
In-app purchasesNoNo
MonetizationPaidPaid
Best chart rank—#144 — better
DevicesiPhone, iPad, iPodiPhone, iPad, iPod
Requires iOS14.014.0
Further details — not scored
Size9 MB2 MB
Age rating4+17+
DeveloperCasey Pollock北京伊码网络科技有限公司

Customer experience

ML Trainer

All ratings2 ratings
Positive100.0%
Neutral0.0%
Negative0.0%

WebTraffic

All ratings3 ratings
Positive100.0%
Neutral0.0%
Negative0.0%
Written reviews6 reviews
Positive83.3%
Neutral0.0%
Negative16.7%

In-app purchases

None

ML Trainer

No in-app purchases

None

WebTraffic

No in-app purchases

Questions

Is ML Trainer free?
ML Trainer costs $0.99, with no in-app purchases.
Is WebTraffic free?
WebTraffic costs $2.99, with no in-app purchases.
Which has better reviews, ML Trainer or WebTraffic?
ML Trainer and WebTraffic are both rated 5.0 out of 5 on the App Store, from 2 and 3 ratings respectively.
Do ML Trainer or WebTraffic have ads?
Neither ML Trainer nor WebTraffic shows ads.
Which is updated more often, ML Trainer or WebTraffic?
ML Trainer ships an update every 55 months, and WebTraffic every 3 days. Most recently, ML Trainer was updated on September 21, 2026 and WebTraffic on September 14, 2026.

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