Software Alternatives & Startups
Register | Login

Labelbox VS Scribbble.app

Compare Labelbox VS Scribbble.app and see what are their differences

Labelbox

Build computer vision products for the real world

Rating
1.0 · 1 review
Pricing
Open source Freemium
Alternatives Is it good?
Scribbble.app

Scribble, draw, highlight and annotate anywhere, anytime on your screen.

Rating
0 reviews
Pricing
Freemium $6.99 / One-off
Alternatives Is it good?
Gruvi.ai
Unified support inbox blending AI automations with genuine human empathy. Set up in 5 mins. Smarter than chatbots, our context-aware AI handles emails & chats with a human touch. 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, Labelbox seems to be more popular. It has been mentioned 10 times since March 2021.

social mentions
10 vs 0
Data Labeling popularity
100% vs 0%
alternatives listed
102 vs 1

Base details

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

Labelbox
Scribbble.app
Website labelbox.com scribbble.app
Pricing
Open source Freemium Official pricing
Freemium $6.99 / One-off Official pricing
Platforms
Browser
MacOS
Company — Startup from India · 2025
Listed in
Image Annotation Data Labeling AI Data Science And Machine Learning +1
Presentations Mac Content Creation Teaching Tools Productivity +2

About Labelbox and Scribbble.app

In their own words, as submitted to SaaSHub.

Labelbox
Scribbble.app

A complete solution for your training data problem with fast labeling tools, human workforce, data management, a powerful API and automation features.

Read more about Labelbox

Scribbble is a beautiful Mac app to scribble, draw, highlight and annotate directly on your screen. Perfect for teachers, streamers, YouTubers, designers and sales demos.

Read more about Scribbble.app

Features and specs

What each product offers, as listed by its team.

Labelbox 7 features
Scribbble.app 3 features
  • User-Friendly Interface
    Labelbox features a clean, intuitive interface that makes it easy for users to navigate and manage their projects, even for those who are new to data labeling.
  • Collaboration Tools
    The platform includes robust collaboration tools, allowing multiple team members to work together efficiently on the same project and oversee progress in real-time.
  • API Integration
    Labelbox provides a powerful API that enables seamless integration with other tools and systems, which can help automate workflows and enhance productivity.
  • Comprehensive Annotations
    The platform supports a wide range of annotation types including bounding boxes, polygons, and more. This flexibility allows users to create detailed and precise annotations for diverse use cases.
  • Scalability
    Labelbox is designed to scale with your needs, making it suitable for small projects as well as large enterprises requiring high-volume data labeling.
  • Quality Assurance Features
    Labelbox includes features for quality control and assurance, such as review workflows and consensus scoring, to ensure the accuracy and reliability of labeled data.
  • Data Security
    With strong security protocols in place, Labelbox ensures that sensitive data is protected, meeting compliance standards for various industries.

Possible disadvantages

  • Cost
    Labelbox can be expensive, especially for small teams or startups. The cost might be prohibitive for those with limited budgets.
  • Learning Curve
    Despite its user-friendly interface, some advanced features have a learning curve, requiring time and training to leverage the platform's full potential.
  • Dependency on Internet Connection
    Since Labelbox is a cloud-based platform, a stable internet connection is required. Any internet issues can disrupt workflow and access.
  • Limited Offline Capabilities
    The platform's reliance on being cloud-based means it offers limited offline capabilities, restricting users who might need to work without internet access.
  • Feature Limitations on Basic Plans
    Some advanced features and integrations are only available in higher-tier plans, which can be restrictive for users on basic subscription plans.
  • Integration Complexity
    While powerful, API integrations can be complex and may require technical expertise to set up and maintain effectively.
  • Spotlight
    Grab user attention to a specific part of the screen
  • Measure
    Measure elements on the screen
  • Freehand draw
    Draw and annotate anything on the screen

Analysis

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

Labelbox
Scribbble.app

Overall verdict

  • Labelbox is considered a good tool for data labeling, particularly in the context of machine learning and artificial intelligence projects.

Why this product is good

  • User-Friendly Interface: Labelbox offers an intuitive interface that facilitates easy navigation and efficient labeling, making it accessible for both experienced and new users.
  • Customization: It provides customizable workflows that can adapt to specific project needs, enhancing productivity and flexibility.
  • Collaboration Features: The platform supports collaboration among team members, allowing for seamless communication and efficient coordination.
  • Scalability: Labelbox is designed to handle large datasets, making it suitable for projects of varying sizes, including enterprise-level operations.
  • Integration Capabilities: The tool integrates well with other data management and machine learning frameworks, allowing for streamlined workflows.

Recommended for

  • Organizations involved in machine learning and AI development, especially those focusing on image and video data.
  • Data science teams needing a robust labeling tool that can handle large volumes of data efficiently.
  • Companies seeking a scalable solution for collaborative data annotation projects.
  • Developers and researchers who require customizable workflows and integrations with other ML tools.

Overall verdict

  • Scribbble.app appears to be a lightweight, niche design/collaboration tool aimed at quick sketching, wireframing, or visual note-taking, but there is limited public information, reviews, or track record available to fully verify its quality, reliability, or feature depth. It may be a good fit for casual or lightweight use cases, but users should proceed with some caution and test it themselves before committing to it for critical or professional workflows.

Why this product is good

  • Likely offers a simple, low-friction interface for quick sketches or visual brainstorming
  • May be useful for lightweight collaboration without the overhead of larger design tools
  • Browser-based accessibility (if applicable) could mean no downloads or installs required
  • Could be a good entry-level or free/low-cost alternative to heavier design software

Recommended for

  • Casual users looking for quick sketching or doodling tools
  • Teams needing lightweight visual brainstorming without complex features
  • Individuals testing simple wireframing before moving to more robust tools
  • Users who prioritize simplicity over advanced functionality

Videos

Walkthroughs and reviews on video.

Labelbox 3 videos + Add
Scribbble.app 0 videos + Add

Review App : Labelbox

More videos

  • - Machine Learning Support Engineer at Labelbox
  • - Bounding box annotation with Labelbox

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

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
Labelbox
Scribbble.app
100% 100%
Data Labeling
0% 0%
0% 0%
Mac
100% 100%
100% 100%
Image Annotation
0% 0%
0% 0%
Productivity
100% 100%

Questions & Answers

As answered by people managing Labelbox and Scribbble.app.

What makes your product unique?

Scribbble.app's answer:

  • Quick to use
  • Comprehensive toolset
  • Affordable

How would you describe the primary audience of your product?

Scribbble.app's answer:

Teachers, Content creators and presenters

Why should a person choose your product over its competitors?

Scribbble.app's answer:

Because it has most comprehensive toolset. Measure tool, spotlight are tools you won't generally find in other apps - and they really help enhance the whole screen sharing experience.

User comments

Share your experience with using Labelbox and Scribbble.app. 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.

Labelbox 1.0 · 1 review
Scribbble.app no reviews yet
  • Top Video Annotation Tools Compared 2022
    innotescus.io · Jun 2022

    However, Labelbox only accepts .mp4 files into their platform, and only their most basic annotation modes have the full scope of video annotation options. When annotating videos with segmentation masks, annotators...

  • Unreliable
    SaaSHub review
    · Apr 2021

    Service goes down often. Very slow team. Slow support.

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

Social recommendations and mentions

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

Labelbox 10 mentions
Scribbble.app 0 mentions
  • I Read Cursor's Security Agent Prompts, So You Don't Have To
    Cursor's security agents primarily operate in the first dimension, catching vulnerabilities in code. That's valuable and necessary work. But as you'll see in the walkthrough below, the other two dimensions matter just as much, especially... - Source: dev.to / 7 months ago
  • Best Practices for Ensuring AI Agent Performance and Reliability
    Use tools like Weights & Biases, Labelbox, or Maxim’s data engine to version your datasets, track changes, and continuously add new edge cases and user feedback. - Source: dev.to / about 1 year ago
  • Ask HN: Who is hiring? (October 2022)
    Labelbox | Remote | Frontend / WebGL, Backend, Engineering Managers | https://labelbox.com Labelbox is building the training data platform to power breakthroughs in machine learning. We provide an end to end solutions for the full AI... - Source: Hacker News / about 4 years ago

View more

Tracking Scribbble.app since May 2026.

Alternatives to Labelbox and Scribbble.app

When comparing Labelbox and Scribbble.app, you can also consider the following products.

Loading...