llama.cpp vs Dify vs LangChain vs LLaMA-Factory

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

Your tool
llama.cpp
vs
Competitor 1
Dify
Competitor 2
LangChain
Competitor 3
LLaMA-Factory
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 Dify
dify.ai
AI apps without code
Make main Remove
Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Competitor LLaMA-Factory
github.com
LLaMA-Factory is an open-source framework for fine-tuning more than 100 large language models and vision-language models.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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1Mvisits/mo
3.4Mvisits/mo
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MoM change
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▼ 16.6%
▲ 0.7%
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6-month growth
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-30.6%
+21.0%
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Global rank web
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#39,510
#13,384
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Avg. last 3 months
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1.1M
3.3M
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Bounce rate lower is better
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41%
42%
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Pages / visit
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4.4
6.2
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Visit duration
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6m 40s
5m 29s
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Traffic sources
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● Direct 84% · ● Referral 15%
● Direct 73% · ● Referral 24%
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llama.cppDifyLangChainLLaMA-Factory
0850.7K1.7M2.6M3.4MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M1M10MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$590per month · free tier available
$39per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
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Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Developer FreePlus $39/moEnterprise Custom/mo
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Capabilities input → output
Input
ImagesText
DocumentsText
CodeText
Data
Output
Text
Apps
Apps
Data
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
9
6
7
LLM development
Developer tools
Agent creation
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Agents
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Development
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Large language models
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Self hosted
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Fine-Tuning
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LLM training
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Local AI
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Model training
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No-code
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Workflows
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Chatbots
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APIs
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Agent testing
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Llama 3 on mac
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Productivity
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 1
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Saves
0
0
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0
Reviews
0
0
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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.