Software Alternatives & Startups

fatsecret VS mlsql

Compare fatsecret VS mlsql and see what are their differences

fatsecret

Individualized and sustainable weight loss.

Rating
0 reviews
Pricing
Freemium $9.99 / Monthly
mlsql

Infer SQL queries from plain-text questions and table headers.

Rating
0 reviews
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 should be more popular than mlsql. It has been mentioned 6 times since March 2021.

social mentions
6 vs 2
Health And Fitness popularity
100% vs 0%
alternatives listed
240+ vs 1

Base details

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

fatsecret
mlsql
Website fatsecret.com github.com
Pricing
Freemium $9.99 / Monthly
—
Platforms
Web iOS Android REST API +1
—
Company Startup from Australia · 2006 —
Listed in

About fatsecret and mlsql

In their own words, as submitted to SaaSHub.

fatsecret
mlsql

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 mlsql yet.

Features and specs

What each product offers, as listed by its team.

fatsecret 6 features
mlsql 0 features
  • Weight Loss
  • Calorie Counter
  • GLP-1 Weight Loss Workflows
  • Diet Tracker
  • Community
  • Weight Tracking

No features have been listed yet.

Analysis

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

fatsecret
mlsql

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

  • MLSQL is a solid open-source unified platform that blends SQL with machine learning, making data engineering and ML workflows accessible through a single, declarative language. It's a good choice for teams looking to streamline big data and ML pipelines without switching between multiple tools.

Why this product is good

  • It unifies data processing and machine learning under a single SQL-like syntax, lowering the learning curve for data teams.
  • Built on top of Apache Spark, it leverages a proven distributed computing engine for handling large-scale data.
  • Open-source and actively developed, allowing customization and community-driven improvements.
  • Supports the full ML lifecycle including data preprocessing, training, and deployment within one workflow.
  • Reduces the need to context-switch between separate ETL, analytics, and ML tools.

Recommended for

  • Data engineers and data scientists who prefer SQL-centric workflows
  • Teams working with big data on Apache Spark
  • Organizations wanting to unify ETL and machine learning pipelines
  • Companies seeking an open-source alternative to fragmented ML tooling
  • Analysts looking to build ML models without deep programming expertise

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
mlsql
100% 100%
0% 0%
0% 0%
100% 100%
100% 100%
0% 0%
0% 0%
LMS
100% 100%

Questions & Answers

As answered by people managing fatsecret and mlsql.

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 mlsql. For example, how are they different and which one is better?

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Reviews and articles

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

fatsecret no reviews yet
mlsql 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 mlsql 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
mlsql 2 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: over 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

  • Download the files from Docker Container and locally edit them
    I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being... Source: over 4 years ago
  • Clone and edit Docker Projects hosted on Github
    I found this great resource here: https://github.com/paulfitz/mlsql. Source: almost 5 years ago

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