Software Alternatives & Startups
Register | Login

fatsecret VS Cozystack

Compare fatsecret VS Cozystack and see what are their differences

fatsecret

Individualized and sustainable weight loss.

fatsecret fatsecret home
Rating
0 reviews
Pricing
Freemium $9.99 / Monthly
Alternatives Is it good?
Cozystack

With Cozystack, you can transform your bunch of servers into an intelligent system with a simple REST API for spawning Kubernetes clusters, Database-as-a-Service, virtual machines, load balancers, HTTP caching services, and other services with ease.

No screenshot yet
Rating
0 reviews
Pricing
Open source
Alternatives Is it good?
ReleasePad
Changelog software that turns GitHub commits into release notes your users actually see — inside your app. Built for founders and teams who ship fast. sponsored
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.

Which is more popular?

Based on our record, fatsecret seems to be more popular. It has been mentioned 6 times since March 2021.

social mentions
6 vs 0
Health And Fitness popularity
100% vs 0%

Base details

Website, pricing, platforms and company facts side by side.

fatsecret
Cozystack
Website fatsecret.com cozystack.io
Pricing
Freemium $9.99 / Monthly
Open source
Platforms
Web iOS Android REST API +1
—
Company Startup from Australia · 2006 —
Listed in
Weight Loss Nutrition Calorie Counter Health Tracker Health And Fitness Sport & Health Lifestyle +4
PaaS Cloud Hosting Cloud Infrastructure DevOps Tools Dev Ops DevOps Services +3

About fatsecret and Cozystack

In their own words, as submitted to SaaSHub.

fatsecret
Cozystack

At fatsecret we empower anyone to reach their desired weight through individualized and sustainable weight loss, because we envision a world where everyone can achieve their weight loss goals, leading to better health and happiness. We support a community of more than 100 million enthusiastic...

Read more about fatsecret

No description of Cozystack yet.

Features and specs

What each product offers, as listed by its team.

fatsecret 6 features
Cozystack 5 features
  • Weight Loss
  • Calorie Counter
  • GLP-1 Weight Loss Workflows
  • Diet Tracker
  • Community
  • Weight Tracking
  • Free and Open Source
    Cozystack is a fully open-source platform (under Apache 2.0 license) built on top of proven open-source technologies like Kubernetes, Talos Linux, and FluxCD, allowing users to inspect, modify, and contribute to the codebase without vendor lock-in.
  • All-in-One PaaS/IaaS Platform
    Cozystack provides a comprehensive platform that combines PaaS and IaaS capabilities, offering managed Kubernetes clusters, databases (PostgreSQL, MySQL, Redis, etc.), virtual machines, load balancers, and monitoring out of the box, reducing the need for multiple separate tools.
  • Built on Battle-Tested Technologies
    The platform leverages well-established cloud-native technologies such as Kubernetes, KubeVirt for virtualization, Kamaji for managed Kubernetes, and Cilium for networking, providing a solid and reliable foundation rather than reinventing the wheel.
  • Simplified Bare-Metal Deployment
    Cozystack is designed to be installed directly on bare-metal servers using Talos Linux, making it relatively straightforward to set up your own cloud infrastructure without needing pre-existing cloud providers or complex manual configurations.
  • GitOps-Driven and Declarative Management
    Using FluxCD and Helm charts under the hood, Cozystack follows GitOps principles, enabling declarative infrastructure management, reproducible deployments, and easy customization of platform components through a standardized workflow.

Possible disadvantages

  • Steep Learning Curve
    Cozystack requires solid knowledge of Kubernetes, Talos Linux, networking, and various cloud-native technologies. Users unfamiliar with these ecosystems may find the initial setup and ongoing management challenging.
  • Relatively Young and Small Community
    Compared to established platforms like OpenStack or major managed Kubernetes services, Cozystack has a smaller user community, which means fewer community-contributed resources, tutorials, third-party integrations, and slower issue resolution from peers.
  • Limited Enterprise Support and Ecosystem
    As a relatively new open-source project, Cozystack lacks the extensive enterprise support contracts, professional services, and partner ecosystems that more mature platforms offer, which may concern organizations requiring SLA-backed support.
  • Hardware and Infrastructure Requirements
    Cozystack is designed for bare-metal deployments and requires a minimum cluster of nodes with specific hardware capabilities (e.g., for KubeVirt virtualization), which may not be accessible or cost-effective for smaller teams or those without dedicated infrastructure.
  • Limited Documentation and Maturity
    Being a newer project, the documentation can be sparse or incomplete in certain areas, and some features may still be evolving, potentially leading to breaking changes or gaps in functionality compared to more mature alternatives.

Analysis

An editorial look at what each product does well and who it suits.

fatsecret
Cozystack

Overall verdict

  • FatSecret is generally considered a good resource for those seeking a free and user-friendly way to monitor their diet and fitness journey. Its extensive food database and additional features like community support make it a valuable tool for many users.

Why this product is good

  • FatSecret is a popular nutrition and diet tracking tool that provides users with a comprehensive database of foods, including nutritional information and calorie counts. It allows users to track their meals, exercise, and weight loss progress. The app also features a community forum and provides access to healthy recipes and diet tips, which can be helpful for individuals looking to maintain or lose weight.

Recommended for

    FatSecret is recommended for individuals who want a simple yet effective app to track their calorie intake, monitor their weight loss or maintenance goals, and engage with a community of like-minded individuals. It is particularly useful for those on a budget, as the app's basic version is free.

Overall verdict

  • Cozystack is a solid choice for teams wanting a free, open-source PaaS built on Kubernetes, Kubevirt, and Flux, offering a self-hosted alternative to public cloud platforms with strong automation and GitOps principles baked in.

Why this product is good

  • Fully open-source and free, avoiding vendor lock-in and licensing costs
  • Built on proven CNCF technologies like Kubernetes, KubeVirt, and Flux CD
  • Provides a unified platform for both containers and virtual machines
  • Enables self-service infrastructure provisioning similar to major cloud providers
  • Strong GitOps-native approach simplifies deployment consistency and rollback
  • Active development backed by a community and commercial support options
  • Reduces operational overhead by automating cluster and tenant management

Recommended for

  • Organizations wanting to build an internal private cloud platform
  • DevOps teams already invested in Kubernetes and GitOps workflows
  • Companies seeking to reduce reliance on public cloud providers
  • Managed service providers offering PaaS/IaaS to clients
  • Teams needing both VM and container workloads unified under one platform
  • Cost-conscious enterprises looking for open-source cloud infrastructure alternatives

Videos

Walkthroughs and reviews on video.

fatsecret 0 videos + Add
Cozystack 3 videos + Add

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

Cozystack community meeting 2024-07-04

More videos

  • Review - Sunkworks - Pt. 56 (Build, Test Cozystack 0.9-pre)
  • Review - Cozystack community meeting 2024.05.09

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
fatsecret
Cozystack
100% 100%
Health And Fitness
0% 0%
0% 0%
PaaS
100% 100%
100% 100%
Nutrition
0% 0%
0% 0%
Cloud Hosting
100% 100%

Questions & Answers

As answered by people managing fatsecret and Cozystack.

What makes your product unique?

fatsecret's answer

fatsecret is defined by its global scale and data integrity. Unlike many platforms that rely solely on unverified user-generated content, fatsecret provides a highly curated, verified global food and nutrition database covering 56 countries and 24 languages. Our consumer app empowers millions of users to lose weight, while our professional-grade Platform API serves as the nutritional backbone for global tech giants. This ensures that whether a user is tracking a meal in Melbourne or a developer is building a health app in San Francisco, they are accessing the most accurate, localized and comprehensive data available.

Why should a person choose your product over its competitors?

fatsecret's answer

Users and businesses choose fatsecret for its uncompromising transparency and accessibility.

For Consumers: We offer a completely free, high-quality core weight loss experience including a barcode scanner, comprehensive macro tracking and an engaged community - without the aggressive paywalls common in the industry.

For Developers: We provide a "no lock-in" contract and a white-label API that is arguably the most flexible and easy to integrate in the market. Choosing fatsecret means choosing a partner that prioritizes data accuracy and user success over short-term monetization.

How would you describe the primary audience of your product?

fatsecret's answer

fatsecret serves a diverse, global audience:

Health-Conscious Individuals: People seeking a personalized, easy-to-use tool for sustainable weight loss and nutrition management.

The Developer Ecosystem: Over 35,000 developers and startups who require high-quality, localized nutrition data to power their own innovative health, fitness and medical applications.

Enterprise Leaders: Global corporations in the technology, insurance, and healthcare sectors (such as Google/fitbit, Samsung and Abbott) that integrate our data into their wearable devices and wellness platforms.

What's the story behind your product?

fatsecret's answer

Founded in 2006 in Melbourne, Australia, fatsecret began with a simple mission: to empower people to achieve their ideal weight through individualized and sustainable nutrition. Over the last ~20 years, we have evolved from a social network for dieting into the world’s leading provider of verified food and nutrition data to the leading consumer weight loss solution, now even expanding into medically supported weight loss through the fatsecret Clinic.

Which are the primary technologies used for building your product?

fatsecret's answer

The fatsecret platform is an API-first ecosystem designed for high-concurrency and global reliability. Our core infrastructure handles millions of API calls per month, utilizing:

  • Scalable REST APIs: Delivering JSON-formatted data with localized support.
  • Enterprise-Grade Security: Implementing robust OAuth protocols and role-based authentication to ensure data integrity for our global brand partners.
  • Advanced Image Recognition: Proprietary AI/ML models for automated food detection and portion estimation.

Who are some of the biggest customers of your product?

fatsecret's answer

Our Platform API is trusted by some of the most influential companies in the world to power their health and wellness offerings. Customers include:

  • Technology Giants: Samsung and Google (Fitbit).
  • Healthcare & Med-Tech: Lingo, LifeScan, Welldoc and Hims & Hers.
  • Global Brands: Nestlé and Betty Bossi.
  • Innovative Apps: Bending Spoons, Health2Sync and CalAI.

User comments

Share your experience with using fatsecret and Cozystack. For example, how are they different and which one is better?

Log in or Post with

Reviews and articles

External articles and on-site reviews we used to compare the two products.

fatsecret no reviews yet
Cozystack no reviews yet
  • Top Alternatives to MyFitnessPal
    calsnaps.com · Nov 2024

    FatSecret provides basic calorie counting and community support in a simple, easy-to-use app. It is free and offers basic tracking capabilities including a food diary, exercise log, and weight chart. While it is...

  • 10 Best MyFitnessPal Alternatives
    www.geeksforgeeks.org · Apr 2024

    As we speak, there are multiple options that bear a striking resemblance to MyFitnessPal as tools for tracking our diet, workouts, and general health. The selection process is pretty specific too; it could be an...

  • The 8 Best Calorie Counter Apps
    www.healthline.com · Mar 2023

    FatSecret also offers a monthly summary view, which displays total calories consumed each day and averages for each month. This feature may be convenient for tracking your overall progress.

We have no reviews of Cozystack yet. Be the first one to post

Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

fatsecret 6 mentions
Cozystack 0 mentions
  • 100g of rice contains 27.9g of carbs, 2.66g of protein, 0.28 g of fat, and about 400 mg of everything else in terms of nutrition, where is the other 68.78g? Is it the amount of excretion we will produce?
    Data from fatsecret.com Source : https://www.fatsecret.com/calories-nutrition/generic/rice-white-cooked-regular?portionid=53181&portionamount=100.000. Source: about 3 years ago
  • How to lose 10 pounds?
    I'm using fatsecret.com to track my calorie intake and used another site to figure out the macro ratios I should be eating. I eat healthy food anyways but after tracking it for a few weeks my macros were WAY off eating too many carbs and... Source: about 3 years ago
  • CMV: Eggs served in a restaurant should come properly salted unless otherwise requested by a customer.
    Should fatsecret.com be the one to determine standards for the amount of salt on eggs? I would think this ought to be up to the chef. Source: over 3 years ago

View more

Tracking Cozystack since Feb 2024.

Alternatives to fatsecret and Cozystack

When comparing fatsecret and Cozystack, you can also consider the following products.

Loading...