Hugging Face vs Lambda vs Replicate vs ModelScope

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

Your tool
Hugging Face
vs
Competitor 1
Lambda
Competitor 2
Replicate
Competitor 3
ModelScope
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
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
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
—
1Mvisits/mo
—
MoM change
▲ 10.7%
—
▼ 3.1%
—
6-month growth
+18.4%
—
-30.2%
—
Global rank web
#1,410
—
#39,584
—
Avg. last 3 months
28.8M
—
1.1M
—
Bounce rate lower is better
42%
—
35%
—
Pages / visit
6.3
—
5.6
—
Visit duration
5m 01s
—
5m 09s
—
Traffic sources
● Direct 81% · ● Referral 18%
—
● Direct 92% · ● Referral 6%
—
Hugging FaceLambdaReplicateModelScope
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 · 31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1M10M100MHugging 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 · 31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
—
Starting price
$9per month · free tier available
—
—
—
Free tier
–
–
–
Free trial
–
–
–
–
API access
–
–
–
–
Plans
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
—
Capabilities input → output
Input
VideoTextImagesAudio
DataCode
ImagesText
VideoTextImagesAudio
Output
TextVideoImagesAudio3D
Apps
VideoTextImagesAudio
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
3
9
6
Developer tools
Models
–
APIs
–
–
Large language models
–
–
Development
–
–
LLM development
–
–
LLM training
–
–
GPU infrastructure
–
–
–
API integrations
–
–
–
Inference
–
–
–
Image generation
–
–
–
Model training
–
–
–
Models management
–
–
–
Video generation
–
–
–
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.