Hugging Face vs Shotstack vs ModelScope vs Fireworks AI

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

Your tool
Hugging Face
vs
Competitor 1
Shotstack
Competitor 2
ModelScope
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Hugging Face
huggingface.co
The GitHub for machine learning
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Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
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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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Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
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Traffic estimated monthly website traffic
Monthly visits
31.2Mvisits/mo
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713.6Kvisits/mo
MoM change
▲ 10.7%
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▼ 21.1%
6-month growth
+18.4%
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+62.9%
Global rank web
#1,410
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#55,462
Avg. last 3 months
28.8M
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743.7K
Bounce rate lower is better
42%
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43%
Pages / visit
6.3
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3.6
Visit duration
5m 01s
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2m 40s
Traffic sources
● Direct 81% · ● Referral 18%
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● Direct 91% · ● Referral 6%
Hugging FaceShotstackModelScopeFireworks AI
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 · 31.2MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K100K1M10M100MHugging 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 · 31.2MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Freemium
Starting price
$9per month · free tier available
$39per month
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Free tier
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
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
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Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
ImagesVideoTextAudio
CodeImagesVideo
VideoTextImagesAudio
TextImagesCode
Output
VideoTextImagesAudio3D
Video
VideoTextImagesAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
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
5
6
7
Developer tools
APIs
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Models
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Large language models
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Development
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LLM development
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LLM training
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Fine-Tuning
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Inference
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Video editing
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Personalized videos
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Video generation
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Models management
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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
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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.