Replicate vs Shotstack vs AppDeploy vs Hugging Face

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

Your tool
Replicate
vs
Competitor 1
Shotstack
Competitor 2
AppDeploy
Competitor 3
Hugging Face
Compare
4 tools · best value per row highlighted
Your tool Replicate
replicate.com
Run open-source AI without managing servers
Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Competitor AppDeploy
appdeploy.ai
AI tools write code but can't host it
Make main Remove
Competitor Hugging Face
huggingface.co
The GitHub for machine learning
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
172.6Kvisits/mo
31.2Mvisits/mo
MoM change
▼ 3.1%
—
▲ 50.9%
▲ 10.7%
6-month growth
-30.2%
—
+1,014.2%
+18.4%
Global rank web
#39,584
—
#257,396
#1,410
Avg. last 3 months
1.1M
—
113.7K
28.8M
Bounce rate lower is better
35%
—
33%
42%
Pages / visit
5.6
—
6.1
6.3
Visit duration
5m 09s
—
5m 11s
5m 01s
Traffic sources
● Direct 92% · ● Referral 6%
—
● Direct 94% · ● Referral 5%
● Direct 81% · ● Referral 18%
ReplicateShotstackAppDeployHugging Face
07.8M15.6M23.4M31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MAppDeploy · 3.3KAppDeploy · 15.5KAppDeploy · 2.4KAppDeploy · 6.9KAppDeploy · 54.2KAppDeploy · 114.4KAppDeploy · 172.6KHugging 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 · 31.2M1K10K100K1M10M100MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MAppDeploy · 3.3KAppDeploy · 15.5KAppDeploy · 2.4KAppDeploy · 6.9KAppDeploy · 54.2KAppDeploy · 114.4KAppDeploy · 172.6KHugging 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 · 31.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
—
$39per month
Free
$9per month · free tier available
Free tier
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Free trial
–
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API access
–
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Plans
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
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Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Capabilities input → output
Input
ImagesText
VideoImagesCode
Code
AudioImagesTextVideo
Output
VideoTextImagesAudio
Video
Apps
3DAudioImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Development & CodeAI App BuilderAI Developer Tools
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
5
2
6
Developer tools
APIs
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Models
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Video generation
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Development
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Large language models
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Video editing
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Web service deployment
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–
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API integrations
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–
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Inference
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–
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Personalized videos
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Image generation
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LLM development
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LLM training
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 2
Saves
0
0
0
1
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.