Reap video vs Pika vs ZebraCat AI: Which Data Labeling tool is Best in 2025?

All these tools Reap video , Pika , ZebraCat AI offer flexible pricing models suitable for machine learning engineers, data scientists seeking AI-powered solutions to enhance their Data Labeling efforts.

Reap video

Starting from
$10/month

Pika

Starting from
$8/month

ZebraCat AI

Starting from
$25/month
Pricing Model:
  • Free Plan - $0
  • Cat Mode - $25 per month
  • Super Cat - $85 per month

These AI tools are among the best Data Labeling tools available in 2025. For machine learning engineers, data scientists, tools like Reap video , Pika , ZebraCat AI help streamline the Data Labeling process by offering AI-powered features.

What is Reap video?

Reap is a generative AI tool that turns long videos, podcasts, webinars, testimonials, and interviews into engaging shorts, reels, snippets, and TikToks. Automate the editing process, save time, post more, and grow your audience. reap uses cutting-edge generative AI technology to detect interesting moments, adds a splash of trendy captions, and offers an easy-to-use text-based video editor. reap also uses proven methods for short video editing to ensure your post is engaging every time.

What is Pika?

Pika is an AI-powered idea-to-video platform that converts any input in the form of descriptive or image data into short, animated videos. It is designed to be user-friendly, even for those without video editing experience. Pika will automatically create a video based on the user's inputs. The platform operates within Discord, a familiar app for many users. Users can modify features like camera motion control, add music and sound effects, and adjust various stylistic elements.

What is ZebraCat AI?

ZebraCat is an artificial intelligence solution for marketers, business professionals, and content creators. It can quickly transform text prompts, scripts, or blog posts into high-impact marketing videos.

Reap video
(4.8/5)
  • Accuracy and Reliability:
    4.8
  • Cost-Efficiency:
    4.9
  • Customization and Flexibility:
    4.9
  • Data Privacy and Security:
    4.8
  • Ease of Use:
    4.7
  • Functionality and Features:
    4.8
  • Integration Capabilities:
    4.7
  • Performance and Speed:
    4.8
  • Support and Resources:
    4.7
Pika
  • No ratings found!
ZebraCat AI
(4.7/5)
  • Accuracy and Reliability:
    4.9
  • Cost-Efficiency:
    4.8
  • Customization and Flexibility:
    4.7
  • Data Privacy and Security:
    4.9
  • Ease of Use:
    4.6
  • Functionality and Features:
    4.7
  • Integration Capabilities:
    4.6
  • Performance and Speed:
    4.9
  • Support and Resources:
    4.5
Reap video
No ratings yet.
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Pika
No ratings yet.
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ZebraCat AI
No ratings yet.
Be the first!
Not Enough Data!

Pika

Pros

Easy to use.

Customized videos.

Able to choose from various video styles.

Enables real-time collaboration with others on projects.

Basic features are free.

Cons

Limited video length and quality.

Still under development.

Limited control over AI creativity.

Potential privacy concerns.

Not Enough Data!

If you're looking for other Data Labeling tools for machine learning engineers, data scientists, you can also explore Humans in the Loop, Alaya AI, Scale AI, Labelbox, which are highly rated in 2025.

Reap video
  • Reap
  • San Francisco
Pika
  • Not Data Available!
ZebraCat AI
  • ZebraCat AI
  • Berlin