Hugging Face vs Modal vs ModelScope vs Microsoft Azure

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Hugging Face
vs
Competitor 1
Modal
Competitor 2
ModelScope
Competitor 3
Microsoft Azure
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor ModelScope
modelscope.cn
ModelScope is an open-source model community and hosting hub founded in June 2022 by the Institute for Intelligent Computing together with the CCF Open Source Development Committee.
Make main Remove
Competitor Microsoft Azure
azure.microsoft.com
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
972.8Kvisits/mo
—
6.9Mvisits/mo
MoM change
▲ 10.7%
▲ 5.7%
—
▲ 8.9%
6-month growth
+18.4%
+13.6%
—
+3.8%
Global rank web
#1,410
#43,856
—
—
Avg. last 3 months
28.8M
960K
—
6.6M
Bounce rate lower is better
42%
37%
—
68%
Pages / visit
6.3
6.6
—
1.7
Visit duration
5m 01s
5m 31s
—
1m 29s
Traffic sources
● Direct 81% · ● Referral 18%
● Direct 94% · ● Referral 5%
—
● Direct 65% · ● Referral 31%
Hugging FaceModalModelScopeMicrosoft Azure
07.8M15.6M23.4M31.2MHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9M100K1M10M100MHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
—
Freemium
Starting price
$9per month · free tier available
$250per month · free tier available
—
Free tier
Free tier
–
Free trial
–
–
–
API access
–
–
–
Plans
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Starter FreeTeam $250/moEnterprise Custom
—
—
Capabilities input → output
Input
AudioVideoTextImages
Code
VideoTextImagesAudio
ImagesTextDocumentsCodeAudio
Output
VideoTextImagesAudio3D
Apps
VideoTextImagesAudio
TextImagesCodeAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
6
7
Developer tools
APIs
–
Large language models
–
Models
–
–
Development
–
–
LLM training
–
–
Azure
–
–
–
GPU infrastructure
–
–
–
Cloud computing
–
–
–
Cloud infrastructure
–
–
–
Inference
–
–
–
Image recognition
–
–
–
LLM development
–
–
–
Models management
–
–
–
Performance optimization
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 2
▲ 0
▲ 0
▲ 0
Saves
1
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.