WeVideo vs 2short AI vs Pika vs Higgsfield AI: Which Data Labeling tool is Best in 2025?

All these tools WeVideo , 2short AI , Pika , Higgsfield AI offer flexible pricing models suitable for machine learning engineers, data scientists seeking AI-powered solutions to enhance their Data Labeling efforts.

WeVideo

Starting from
$89/yr
Pricing Model:
  • Single Teacher - $89/yr
  • Classroom - $243.10/yr
  • School or District - Custom
  • PlayPosit for Higher ed - Custom
  • PlayPosit for Business - Custom
  • Power - $3.24/month
  • Unlimited - $5.19/month
  • Professional - $12.99/month
  • Business - $24.04/month
  • Enterprise - Custom

2short AI

Starting from
$9.90/month
Pricing Model:
  • Lite Plan - $9.90/month
  • Pro Plan - $19.90/month
  • Premium Plan - $49.90/month

Pika

Starting from
$8/month

Higgsfield AI

Starting from
$9/month

These AI tools are among the best Data Labeling tools available in 2026. For machine learning engineers, data scientists, tools like WeVideo , 2short AI , Pika , Higgsfield AI help streamline the Data Labeling process by offering AI-powered features.

What is WeVideo?

WeVideo is a cloud-based platform that enables users to create, edit, and share multimedia content, with a strong emphasis on interactivity and collaboration. It is widely used in K-12 and higher education, business, and personal content creation.

What is 2short AI?

Transform your long-form videos into high-quality, AI-generated shorts with 2short.ai. Whether you're creating content for YouTube Shorts, TikTok, or Instagram Reels, 2short.ai helps content creators, marketers, and educators effortlessly repurpose videos for greater engagement and reach. Save time and boost your social presence with our powerful AI-driven editing tools.

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 Higgsfield AI?

Higgsfield AI is a dual-purpose platform revolutionizing both AI-powered cinematic video generation and large-scale machine learning model training. Founded in 2023 in San Francisco and backed by $8M in seed funding, Higgsfield offers creators a generative AI video tool with advanced camera controls like bullet time, crash zooms, and FPV drone shots, transforming single images into Hollywood-grade visuals. Its open-source GPU orchestration framework supports training trillion-parameter models like LLMs with fault-tolerant scalability. It is ideal for filmmakers, marketers, and AI researchers, Higgsfield democratizes creative storytelling and computational efficiency.

WeVideo
  • No ratings found!
2short AI
(4.8/5)
  • Accuracy and Reliability:
    4.9
  • Cost-Efficiency:
    4.8
  • 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!
Higgsfield AI
  • No ratings found!
WeVideo
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2short AI
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Pika
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Higgsfield AI
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Not Enough Data!
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.

WeVideo
  • WeVideo
  • Lake Forest, CA
2short AI
  • 2short AI
  • Slovakia
Pika
  • Not Data Available!
Higgsfield AI
  • Higgsfield
  • San Francisco