Software Alternatives, Accelerators & Startups

OncoDots VS RepDB

Compare OncoDots VS RepDB and see what are their differences

OncoDots logo OncoDots

OncoDots is a free digital companion for cancer patients and their caregivers, built in Romania. The app runs directly in the browser on any phone and supports the toughest weeks โ€” the first 90 days after diagnosis: a public library of understanding.

RepDB logo RepDB

Exercise dataset for fitness apps: transparent background, animations, no subscription
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  • OncoDots
    Image date //
    2026-08-04

OncoDots is a free digital companion for cancer patients and their caregivers, built in Romania. The app runs directly in the browser on any phone and supports the toughest weeks โ€” the first 90 days after diagnosis: a public library of easy-to-understand guides, over 90 recipes adapted to treatment side effects, a symptom journal thatโ€™s simple to show your doctor, medication and appointment reminders, short guided breathing exercises, caregiver guides โ€” including caregiver rights under Law 24/2022 โ€” and crisis resources, services, and rights for Romania, Italy, the United Kingdom, Germany, and the USA, also useful for the Romanian diaspora. OncoDots does not diagnose or recommend treatments: it always directs users to their medical team.

  • RepDB
    Image date //
    2026-07-21
  • RepDB Landing page
    Landing page //
    2026-07-21
  • RepDB
    Image date //
    2026-07-21

RepDB is a one-time-purchase exercise dataset for developers building fitness and workout apps โ€” 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 400 exercises with flat-style 512ร—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 โ€” 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.

OncoDots features and specs

  • Personalized Oncology Approach
    OncoDots focuses on precision oncology, aiming to tailor cancer treatment recommendations based on individual tumor profiling and molecular data, which can potentially improve treatment outcomes.
  • Advanced Data Analytics
    The platform leverages computational tools and bioinformatics to analyze complex genomic and clinical data, helping oncologists make more informed decisions faster than traditional manual review.
  • Supports Multidisciplinary Decision-Making
    OncoDots is designed to assist tumor boards and healthcare teams by consolidating diverse data sources, facilitating collaborative and evidence-based treatment planning.
  • Potential to Identify Clinical Trial Matches
    By analyzing patient-specific molecular alterations, the platform may help identify relevant clinical trials, expanding treatment options for patients with limited standard therapies.
  • Focus on Emerging Precision Medicine Trends
    The company aligns with the growing trend toward precision and personalized medicine in oncology, positioning itself in a high-growth, innovative segment of healthcare technology.

RepDB features and specs

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

Category Popularity

0-100% (relative to OncoDots and RepDB)
Health And Medical
100 100%
0% 0
Developer Tools
0 0%
100% 100
Sport & Health
100 100%
0% 0
Health And Fitness
0 0%
100% 100

Questions & Answers

As answered by people managing OncoDots and RepDB.

What makes your product unique?

OncoDots's answer

OncoDots is a free digital companion for cancer patients and their caregivers, built in Romania. The app runs directly in the browser on any phone and supports the toughest weeks.

RepDB's answer:

RepDB is sold as a one-time download, not a metered API โ€” 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?

OncoDots's answer

The will to help

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?

OncoDots's answer

A public library of easy-to-understand guides, over 90 recipes adapted to treatment side effects, a symptom journal thatโ€™s simple to show your doctor, medication and appointment reminders, short guided breathing exercises, caregiver guides โ€” including caregiver rights under Law 24/2022 โ€” and crisis resources, services, and rights for Romania, Italy, the United Kingdom, Germany, and the USA, also useful for the Romanian diaspora. OncoDots does not diagnose or recommend treatments: it always directs users to their medical team.

RepDB's answer:

Most alternatives are subscription APIs โ€” 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?

OncoDots's answer

Oncology patients and their close ones

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

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What are some alternatives?

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

Cancer Risk Calculator - An interactive tool, also known as The Gail Model, designed by scientists at the National Cancer Institute and the NSABP to estimate a woman's risk of developing invasive breast cancer.

Live Better With - Making day-to-day life a bit better for those with cancer

ZenOnco.io - Best Cancer treatment in India. ZenOnco.io is an integrative oncology healthcare platform that provides end-to-end care for medical and complementary treatments.

Azalea Health - Azalea Health is a platform that provides services like electronic health records (HER), Revenue Cycle Management (RCM), Practice Management (PM), and Telehealth solutions for hospitals, clinics, and ambulatory care settings.

CarePaths EHR - We build software for people in therapy and for the professionals that help them. Discover our EHR & Practice Management Software and our Online Therapy App.

chemoWave - Gain insights into your treatment & share experiences