Comparison

Fuels Data vs CheatMaps

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

Head to head
About

Fuels Data

Streamline field data collection for wildland management. This app automatically performs calculations and links photos to data, reducing transcription errors. Collected data can be used to train fuel load estimation models.

Highlights
  • Automated calculations
  • Photo and data linking
  • Reduced transcription errors
  • Data upload for AI models
  • Field data collection
Read full description

Fuels Data is designed for wildland management practitioners tasked with collecting surface fuels measurements in the field It automatically performs calculations and table lookups. Photos and data are linked together, which eliminates the need to diligently sequence reference photos to align with data. These features reduce the risk of mistakes in transcribing and reviewing collected data in the field. The collected data may also be uploaded to the Allen Institute for Artificial Intelligence to build and train fuel load estimation models.

About

CheatMaps

Easily document cheatgrass sightings in the field using a computer vision model for identification. Submit photos and descriptions to create observations, with AR tools for richer data capture. Explore and export data to understand its spread.

Highlights
  • On-device computer vision for identification
  • Submit photo and description observations
  • AR tools for richer field data
  • Explore observations on a map
  • Export dataset for analysis
Features
Read full description

CheatMaps is an app designed to track the spread of cheatgrass within the Gunnison Basin, aiming to address the ecological challenges posed by its proliferation. Version 1.1 was developed as part of the 2024 Western Colorado University & University of Colorado Boulder Partnership Computer Science Capstone project. Update 2.0 is developed by the University of Colorado Computer Science capstone team. Both iterations are in collaboration with the Gunnison Sagebrush Alliance. Whether you are hiking, exploring, or spending time in the great outdoors, CheatMaps makes it easy to document cheatgrass sightings in the field. Users can first identify cheatgrass using an on-device state-of-the-art computer vision model, then submit that photo along with a description to create an observation. For more detailed observations, the app also includes AR tools that help users capture richer field data. Users can explore observations submitted by others on the map and export the dataset to better understand the spread of cheatgrass throughout the Gunnison Basin and beyond. By connecting everyday outdoor activity with ecological monitoring, CheatMaps is a valuable tool for researchers, land managers, and anyone passionate about preserving the ecological balance of the Gunnison Basin.

Screenshots

Fuels Data4 screens
CheatMaps4 screens

Verdict

The call

The clearest difference is update cadence: Fuels Data at every 5 weeks against CheatMaps's every 12 months. Fuels Data also leads on ratings volume (5 vs 1). CheatMaps's advantage is rating (5.0 vs 4.6). On price, ads, 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. Neither carries in-app purchases, so what you see is what you pay.

ReceptionRating · Positive reviews · Number of ratings

CheatMaps holds the better App Store score, 5.0 against 4.6. That said, the two scores are not equally well evidenced: Fuels Data has 5 ratings behind it against 1, so its average is the more settled of the two.

UpkeepUpdate frequency

Fuels Data ships an update every 5 weeks, CheatMaps every 12 months. The most recent releases landed on September 15, 2026 and September 14, 2026 respectively.

Scorecard3 real differences · 6 level
Fuels Data versus CheatMaps: the parameters behind the verdict, then further details
ParameterFuels DataCheatMaps
PriceFreeFree
Rating4.6 (5 ratings)5.0 (1 ratings) — better
Number of ratings5 — better1
Update frequencyEvery 5 weeks — betterEvery 12 months
AdsNoNo
In-app purchasesNoNo
MonetizationFreeFree
DevicesiPhone, iPad, iPod — betteriPhone, iPod
Requires iOS15.0 — better15.1
Further details — not scored
Size25 MB223 MB
Age rating4+4+
DeveloperAllen Institute for AIPetar Simic

In-app purchases

None

Fuels Data

No in-app purchases

None

CheatMaps

No in-app purchases

Questions

Is Fuels Data free?
Fuels Data is free to download, with no in-app purchases.
Is CheatMaps free?
CheatMaps is free to download, with no in-app purchases.
Which has better reviews, Fuels Data or CheatMaps?
CheatMaps is rated higher. Fuels Data averages 4.6 out of 5 from 5 ratings, while CheatMaps averages 5.0 from 1 ratings.
Do Fuels Data or CheatMaps have ads?
Neither Fuels Data nor CheatMaps shows ads.
Which is updated more often, Fuels Data or CheatMaps?
Fuels Data ships an update every 5 weeks, and CheatMaps every 12 months. Most recently, Fuels Data was updated on September 15, 2026 and CheatMaps on September 14, 2026.

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