Hugging Face vs ModelScope vs Replicate vs Groq

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

Your tool
Hugging Face
vs
Competitor 1
ModelScope
Competitor 2
Replicate
Competitor 3
Groq
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
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 Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
—
1Mvisits/mo
4.2Mvisits/mo
MoM change
▲ 10.7%
—
▼ 3.1%
▼ 12.2%
6-month growth
+18.4%
—
-30.2%
+19.4%
Global rank web
#1,410
—
#39,584
#9,344
Avg. last 3 months
28.8M
—
1.1M
4.1M
Bounce rate lower is better
42%
—
35%
32%
Pages / visit
6.3
—
5.6
6.1
Visit duration
5m 01s
—
5m 09s
3m 48s
Traffic sources
● Direct 81% · ● Referral 18%
—
● Direct 92% · ● Referral 6%
● Direct 78% · ● Referral 20%
Hugging FaceModelScopeReplicateGroq
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 · 1MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2M1M10M100MHugging 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 · 1MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Freemium
Paid
Starting price
$9per month · free tier available
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Free tier
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Free trial
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API access
–
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Plans
Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
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Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Capabilities input → output
Input
VideoTextImagesAudio
VideoTextImagesAudio
ImagesText
TextAudio
Output
TextVideoImagesAudio3D
VideoTextImagesAudio
VideoTextImagesAudio
TextAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
9
3
APIs
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Models
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Large language models
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Developer tools
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Development
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LLM development
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LLM training
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API integrations
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Inference
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Image generation
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Video generation
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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
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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.