Hugging Face vs Replicate vs SambaNova Cloud 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
Replicate
Competitor 2
SambaNova Cloud
Competitor 3
ModelScope
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
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Competitor SambaNova Cloud
cloud.sambanova.ai
SambaNova Cloud is an inference service where developers call open-source models through an API that follows the OpenAI chat completions format.
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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.
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Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
1Mvisits/mo
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MoM change
▲ 10.7%
▼ 3.1%
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6-month growth
+18.4%
-30.2%
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Global rank web
#1,410
#39,584
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Avg. last 3 months
28.8M
1.1M
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Bounce rate lower is better
42%
35%
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Pages / visit
6.3
5.6
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Visit duration
5m 01s
5m 09s
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Traffic sources
● Direct 81% · ● Referral 18%
● Direct 92% · ● Referral 6%
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Hugging FaceReplicateSambaNova CloudModelScope
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
Freemium
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Starting price
$9per month · free tier available
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Free tier
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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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Free Custom/moDeveloper Custom/moEnterprise Custom
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Capabilities input → output
Input
VideoTextImagesAudio
ImagesText
ImagesText
VideoTextImagesAudio
Output
3DVideoTextImagesAudio
VideoTextImagesAudio
Text
ImagesAudioTextVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI API
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
9
3
5
Developer tools
APIs
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Models
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LLM development
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Large language models
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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
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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.