llama.cpp vs LangGraph vs Replicate vs Vertex AI

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

Your tool
llama.cpp
vs
Competitor 1
LangGraph
Competitor 2
Replicate
Competitor 3
Vertex AI
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor LangGraph
langchain.com
LangGraph is an open-source agent runtime and low-level orchestration framework for building AI agents that behave reliably on complex tasks.
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
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
Traffic estimated monthly website traffic
Monthly visits
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1Mvisits/mo
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MoM change
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▼ 3.1%
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6-month growth
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-30.2%
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Global rank web
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#39,584
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Avg. last 3 months
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1.1M
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Bounce rate lower is better
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35%
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Pages / visit
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5.6
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Visit duration
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5m 09s
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Traffic sources
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● Direct 92% · ● Referral 6%
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llama.cppLangGraphReplicateVertex AI
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
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Starting price
Free
$39per month · free tier available
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Free tier
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Free trial
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API access
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Plans
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Developer FreePlus $39/moEnterprise Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Capabilities input → output
Input
TextImages
Code
ImagesText
TextVideoImagesDocumentsCode
Output
Text
Apps
VideoTextImagesAudio
TextImagesCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
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9
11
Developer tools
LLM development
APIs
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Agents
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Agent creation
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Self hosted
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Local AI
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API integrations
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Agent memory
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Inference
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Large language models
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Model training
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Models
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Models management
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Workflows
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Agent collaboration
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Agent management
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Development
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Fine-Tuning
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Image generation
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LLM training
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Llama 3 on mac
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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
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Saves
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Reviews
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Prompts
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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.