Software Alternatives, Accelerators & Startups

FishBrain VS RepDB

Compare FishBrain VS RepDB and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

FishBrain logo FishBrain

Uncover and track great fishing locations in your area

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
Visit Website
  • FishBrain Landing page
    Landing page //
    2022-12-22
  • RepDB Standard exercise dataset
    Standard exercise dataset //
    2026-08-15
  • RepDB Starter tier
    Starter tier //
    2026-08-15

RepDB is a one-time-purchase exercise dataset for developers building fitness and workout apps — not a subscription, not a rate-limited API. You download the data once and own it: JSON (and SQLite on the higher tier), WebP images, and full EN/DE/ES translations, with no per-request billing and no dependency on our servers staying up.

A free tier includes 250 exercises with flat-style 512×512 images, attribution-licensed for commercial in-app use. The Starter tier ($199) adds the full catalog in classic white-background style. Standard ($399) adds transparent 1024px images, looping animations, exercise relations (similar/progressions/regressions), workout templates, and embeddings — exclusive to that tier.

Every exercise includes muscle-group highlighting, equipment/muscle icons, MET values, and safety/goal tags. Compared to GIF- or JPG-based competitor APIs, RepDB images are transparent WebP with no watermarks, so they drop into any app UI without a white box around them.

FishBrain

Pricing URL
-
$ Details
-
Platforms
-
Release Date
2010 January
Startup details
Country
Sweden
City
Stockholm
Founder(s)
Jens Lindman
Employees
10 - 19

RepDB

Website
repdb.co
$ Details
freemium $299 / One-off
Platforms
Web Mobile
Release Date
2026 July

FishBrain features and specs

  • Community Engagement
    FishBrain offers an active community of anglers, allowing users to connect, share tips, and learn from others who have similar interests.
  • Fishing Forecast and Tools
    The app provides users with real-time weather updates, fishing forecasts, and advanced tools to plan their fishing trips effectively.
  • Large Database of Fishing Locations
    FishBrain boasts a comprehensive database of fishing spots, making it easier for users to discover new locations and track their own favorite spots.
  • Catch Recording and Analytics
    Users can log their catches with detailed statistics, which helps in improving their fishing strategies through data analysis.
  • Tackle Shop Integration
    The integration with tackle shops allows users to purchase bait and fishing equipment directly through the app, providing convenience and variety.

Possible disadvantages of FishBrain

  • Subscription Costs
    Some features, including detailed maps and specialized tools, require a premium subscription, which may be a downside for users on a budget.
  • Privacy Concerns
    Users may be concerned about the privacy of their fishing spots and data sharing, as the platform encourages sharing locations and catches with the community.
  • Data Overload
    The extensive amount of data and features may be overwhelming for new users or those not familiar with app-based fishing tools.
  • Reliance on User-Generated Content
    The accuracy of fishing spots and other shared information depends heavily on the quality and honesty of user submissions.
  • Limited Offline Access
    While the app offers various online tools, its functionality may be limited without an internet connection, affecting users in remote areas.

RepDB features and specs

  • WebP Format Benefits
    start+peak exercise images
  • JSON
    relations, metadata, equipment
  • Transparency
    transparent background
  • Animations
    Animated loops in paid tier

FishBrain videos

FishBrain, Worth the Hype?

More videos:

  • Review - Fishbrain REVIEW! | Facebook for FISHERMEN! | Is Fishbrain Worth it? | Find Where to Catch Fish
  • Review - Fishbrain App Review [ is it overrated ]

RepDB videos

No RepDB videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to FishBrain and RepDB)
Fishing
100 100%
0% 0
Datasets
0 0%
100% 100
Outdoors
100 100%
0% 0
Developer Tools
0 0%
100% 100

Questions & Answers

As answered by people managing FishBrain and RepDB.

What makes your product unique?

RepDB's answer:

RepDB is sold as a one-time download, not a metered API — you own the JSON/SQLite data and WebP images outright, with no rate limits, no per-request billing, and no risk of the vendor cutting off access. It's also the only dataset in this space with EN/DE/ES translations, transparent (alpha-channel) images with no watermark, muscle-group highlighting, safety/goal tags, and looping animations on the higher tier.

What's the story behind your product?

RepDB's answer:

RepDB grew out of a consumer workout app its creator was building solo. Sourcing exercise images and data meant either paying for a subscription API with usage caps and no caching rights, or producing everything from scratch. The illustrated, multi-language dataset was built for us first, then split out as its own product once it became clear other indie developers had the same problem and preferred to buy the data outright rather than rent it through an API.

Why should a person choose your product over its competitors?

RepDB's answer:

Most alternatives are subscription APIs — you pay monthly, you're capped on requests, and ExerciseDB's terms of use explicitly forbid caching or storing the data at all, so every image render is a live paid API call. RepDB is the opposite: pay once, download the files, self-host with zero ongoing dependency. It's also the only option offering true DE/ES localization and transparent images instead of a white box behind every exercise.

How would you describe the primary audience of your product?

RepDB's answer:

Solo developers and small teams building fitness or workout-tracking apps (iOS, Android, web) who need licensed exercise images and structured exercise data, but don't want to build their own media pipeline or depend on a rate-limited third-party API.

User comments

Share your experience with using FishBrain and RepDB. For example, how are they different and which one is better?
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Social recommendations and mentions

Based on our record, FishBrain seems to be more popular. It has been mentiond 3 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

FishBrain mentions (3)

  • Land based snapper spots.
    Mangroves and bridges, also Fishbrain app. Source: about 4 years ago
  • Good fishing places near Pflugerville
    I found some good spots on https://fishbrain.com/ in the area. Source: about 5 years ago
  • I have been fishing for 6 years and started when I was little, I have only caught 23 bluegill and 8 trout in that whole time. I fish at least once every month. What am I doing wrong, I am near quitting.
    If you haven't try downloading https://fishbrain.com/ I use the free version to log my catches just for my own reference, saving the location of catch, bait used, date, temperature and all those types of things can be useful. Source: over 5 years ago

RepDB mentions (0)

We have not tracked any mentions of RepDB yet. Tracking of RepDB recommendations started around Jul 2026.

What are some alternatives?

When comparing FishBrain and RepDB, you can also consider the following products

Angler - Angler is a comprehensive fishing app that provides weather forecasts, bite predictions, lunar and solar data, tide forecasts, and a catch log to optimize your fishing expeditions.

Gym Log Track - The simple, intuitive app that makes it easy to plan, log and track your workouts, exercises, photos, videos, routines and clients quickly.

Fish Swami - Fishing logbook to record trips, analyze catches & find fish

RepRaptor - Build, share, and run structured workout programs. Free for lifters. Flat pricing for coaches. No per-client fees.

Guidesly - Connecting anglers with trusted fishing guides

Reps.app - Reps - Workout Tracker Gym Log