llama.cpp vs Dify vs Respan 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
Dify
Competitor 2
Respan
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 Dify
dify.ai
AI apps without code
Make main Remove
Competitor Respan
respan.ai
Building AI apps
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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
87.3Kvisits/mo
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MoM change
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▼ 16.6%
▲ 28.5%
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6-month growth
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-30.6%
+881.1%
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Global rank web
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#39,510
#497,399
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Avg. last 3 months
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1.1M
74.8K
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Bounce rate lower is better
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41%
41%
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Pages / visit
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4.4
2.5
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Visit duration
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6m 40s
19s
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Traffic sources
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● Direct 84% · ● Referral 15%
● Direct 89% · ● Referral 11%
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llama.cppDifyRespanVertex AI
0368.2K736.4K1.1M1.5MDify · 1.1MDify · 1.2MDify · 1.3MDify · 1.1MDify · 1.5MDify · 1.2MDify · 1.1MDify · 1.2MDify · 1.2MDify · 1MRespan · 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 · 1MRespan · 641Respan · 8.9KRespan · 37.2KRespan · 57.9KRespan · 69.1KRespan · 67.9KRespan · 87.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
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Starting price
Free
$590per month · free tier available
$199per 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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Sandbox FreeProfessional $590/yrTeam $1,590/yrEnterprise Custom
Free FreeTeam $199/yrEnterprise Custom
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Capabilities input → output
Input
TextImages
DocumentsText
TextData
ImagesVideoTextDocumentsCode
Output
Text
Apps
TextData
TextImagesCode
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeProductivity & OfficeAI APIAI Developer Tools+1 more
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
9
9
11
Developer tools
LLM development
APIs
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Agents
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Agent creation
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Prompt management
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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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Model training
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Models management
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Monitoring
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Self hosted
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Agent management
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Application monitoring
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Development
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Fine-Tuning
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LLM training
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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
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▲ 0
Saves
0
0
0
0
Reviews
0
0
0
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Prompts
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.