Replicate vs Lambda vs Vertex AI 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
Lambda
Competitor 2
Vertex AI
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 Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Vertex AI
cloud.google.com
Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.
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
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31.2Mvisits/mo
MoM change
▼ 3.1%
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▲ 10.7%
6-month growth
-30.2%
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+18.4%
Global rank web
#39,584
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#1,410
Avg. last 3 months
1.1M
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28.8M
Bounce rate lower is better
35%
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42%
Pages / visit
5.6
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6.3
Visit duration
5m 09s
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5m 01s
Traffic sources
● Direct 92% · ● Referral 6%
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● Direct 81% · ● Referral 18%
ReplicateLambdaVertex AIHugging Face
07.8M15.6M23.4M31.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MHugging 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 · 31.2M1M10M100MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MHugging 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
Paid
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Freemium
Starting price
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$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
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Capabilities input → output
Input
ImagesText
DataCode
VideoTextImagesDocumentsCode
VideoTextImagesAudio
Output
VideoTextImagesAudio
Apps
TextImagesCode
TextVideoImagesAudio3D
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
3
11
6
Developer tools
APIs
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Models
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Model training
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Development
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LLM development
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LLM training
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Agents
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GPU infrastructure
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Large language models
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API integrations
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Agent creation
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Inference
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Models management
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Agent management
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Fine-Tuning
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Image generation
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Prompt management
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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
▲ 0
▲ 0
▲ 0
▲ 2
Saves
0
0
0
1
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.