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UsedBy.ai
2026 Comparison

Hugging Face vs Weights & Biases

Data-driven comparison based on 24+ enterprise adoption patterns

Higher Adoption
Hugging Face

Hugging Face

by Hugging Face

13
Companies
ML Ops & Training
Category
Weights & Biases

Weights & Biases

11
Companies
ML Ops & Training
Category
Data Methodology: Adoption data is based on public tech stack disclosures, job postings, case studies, and verified enterprise reports analyzed by UsedBy.ai. Showing 24 verified enterprise adoptions. More data being indexed continuously.

Feature & Adoption Comparison

MetricHugging FaceWeights & Biases
Enterprise Adoption
13 companies11 companies
Category
ML Ops & TrainingML Ops & Training
Pricing Model
FREEMIUMContact Sales
Free Trial
Website
Visit Visit
Decision Guide

Which One Should You Choose?

Based on real enterprise adoption patterns

Hugging Face

Choose Hugging Face if...

  • You're in Artificial Intelligence (23% of users are)
  • You want to try before buying (free trial available)
Try Hugging Face
Weights & Biases

Choose Weights & Biases if...

  • Recommendations coming soon
Try Weights & Biases
UsedBy Exclusive Data

Industry Adoption Patterns

See which industries prefer each tool based on real adoption data

Hugging Face

Hugging Face by Industry

Artificial Intelligence23%
DevTools & Infrastructure15%
Cybersecurity8%
Telecommunications8%
Legal & Compliance8%
Weights & Biases

Weights & Biases by Industry

Artificial Intelligence18%
Automotive Manufacturing9%
Media & Publishing9%
Sales Tech & CRM9%
Marketing Tech9%
Real User Feedback

What Users Say

Testimonials from verified enterprise users

Hugging Face
Hugging Face

No testimonials available yet

Weights & Biases
Weights & Biases
Weights & Biases helps us manage thousands of ML experiments efficiently
Meta

Meta AI

ML Engineering, Meta

Hugging Face
+
Weights & Biases

2 Companies Use Both

These enterprises have integrated both tools into their stack

Hugging Face vs Weights & Biases: Your Questions Answered

Hugging Face has higher enterprise adoption with 13 companies using it, compared to 11 for Weights & Biases. This suggests stronger market validation for Hugging Face.
Yes, 2 companies in our database use both Hugging Face and Weights & Biases in their tech stack. This includes Microsoft, Meta. Using both tools together is a validated enterprise strategy.
Hugging Face is particularly strong in Artificial Intelligence (23% of adopters), while Weights & Biases dominates in Artificial Intelligence (18%). Choose based on your industry's prevailing stack.
For startups, consider: Hugging Face offers freemium pricing with a free trial, while Weights & Biases uses competitive pricing. Both are validated by enterprise use, ensuring scalability as you grow.

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