llama.cpp vs Dify vs LangChain vs Respan

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
Respan
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.
Remove
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 Respan
respan.ai
Building AI apps
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
3.4Mvisits/mo
87.3Kvisits/mo
MoM change
—
▼ 16.6%
▲ 0.7%
▲ 28.5%
6-month growth
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-30.6%
+21.0%
+881.1%
Global rank web
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#39,510
#13,384
#497,399
Avg. last 3 months
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1.1M
3.3M
74.8K
Bounce rate lower is better
—
41%
42%
41%
Pages / visit
—
4.4
6.2
2.5
Visit duration
—
6m 40s
5m 29s
19s
Traffic sources
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● Direct 84% · ● Referral 15%
● Direct 73% · ● Referral 24%
● Direct 89% · ● Referral 11%
llama.cppDifyLangChainRespan
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 · 3.4MRespan · 641Respan · 8.9KRespan · 37.2KRespan · 57.9KRespan · 69.1KRespan · 67.9KRespan · 87.3K1001K10K100K1M10MDify · 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 · 3.4MRespan · 641Respan · 8.9KRespan · 37.2KRespan · 57.9KRespan · 69.1KRespan · 67.9KRespan · 87.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Freemium
Starting price
Free
$590per month · free tier available
$39per month · free tier available
$199per month · free tier available
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
Free FreeTeam $199/yrEnterprise Custom
Capabilities input → output
Input
ImagesText
DocumentsText
CodeText
DataText
Output
Text
Apps
Apps
DataText
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 & CodeProductivity & OfficeAI APIAI Developer Tools+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
9
6
9
LLM development
Developer tools
Agent creation
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Agents
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Development
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APIs
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AI system monitoring
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Local AI
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No-code
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Workflows
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Chatbots
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LLM testing
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Large language models
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Monitoring
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Prompt management
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Self hosted
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Agent testing
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Application monitoring
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Llama 3 on mac
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Productivity
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Red teaming guidance
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 1
▲ 0
Saves
0
0
0
0
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.