Replicate vs llama.cpp vs Document360 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
llama.cpp
Competitor 2
Document360
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 llama.cpp
github.com
llama.cpp is an open-source inference engine that runs large language models and vision-language models on local hardware or in the cloud with minimal setup.
Make main Remove
Competitor Document360
document360.com
Document360 is knowledge base software for publishing product documentation, help centers, SOPs, user manuals and API docs.
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
—
—
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%
Replicatellama.cppDocument360Hugging 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
Free
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Freemium
Starting price
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Free
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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
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Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Capabilities input → output
Input
ImagesText
TextImages
VideoTextDocuments
VideoTextImagesAudio
Output
VideoTextImagesAudio
Text
TextApps
AudioVideoTextImages3D
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Business & MarketingEducation & LearningProductivity & OfficeAI Customer Service+2 more
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
10
6
APIs
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Developer tools
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Large language models
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Models
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LLM development
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Development
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Knowledge bases
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Local AI
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API docs
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API integrations
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Customer support chatbot
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Inference
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MCP
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Self hosted
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Writing documentation
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AI search
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Customer support
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Image generation
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Knowledge exploration
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LLM training
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Llama 3 on mac
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SOPs
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SaaS knowledge base
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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
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.