llama.cpp vs Cursor vs Windsurf 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
Cursor
Competitor 2
Windsurf
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 Cursor
cursor.sh
Code editor that actually understands your codebase
Make main Remove
Competitor Windsurf
windsurf.com
Windsurf, which now appears on the web as Devin Desktop, is a desktop code editor that doubles as a control room for coding agents.
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
—
4.5Mvisits/mo
29.6Kvisits/mo
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MoM change
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▲ 7.8%
▲ 7.8%
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6-month growth
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-1.8%
+122.1%
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Global rank web
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#15,584
#1,172,623
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Avg. last 3 months
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4.4M
26.9K
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Bounce rate lower is better
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57%
50%
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Pages / visit
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2.4
1.3
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Visit duration
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1m 36s
13s
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Traffic sources
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● Referral 80% · ● Mail 13%
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llama.cppCursorWindsurfLLaMA-Factory
01.2M2.3M3.5M4.6MCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6K10K100K1M10MCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$20per month · free tier available
$20per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
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Plan $20.0 $20/moEnterprise $0/mo
Free FreePro $20/moMax $200/moTeams $80/mo
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Capabilities input → output
Input
ImagesText
CodeText
CodeText
Data
Output
Text
Code
Code
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
7
8
7
Developer tools
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Coding
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LLM development
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Debugging
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Code reviews
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Large language models
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Self hosted
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Agent management
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Agents
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Code autocompletion
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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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Development
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Refactoring
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APIs
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Code documentation
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GitHub pull requests
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Llama 3 on mac
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Terminal commands management
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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
3
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.