llama.cpp vs Augment Code vs CodeGPT

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

Your tool
llama.cpp
vs
Competitor 1
Augment Code
Competitor 2
CodeGPT
Competitor 3
Compare
3 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.
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
Traffic estimated monthly website traffic
Monthly visits
—
—
188.3Kvisits/mo
MoM change
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▲ 0.8%
6-month growth
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-37.2%
Global rank web
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#251,957
Avg. last 3 months
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196.6K
Bounce rate lower is better
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43%
Pages / visit
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1.9
Visit duration
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38s
Traffic sources
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● Direct 58% · ● Referral 42%
llama.cppAugment CodeCodeGPT
074.9K149.9K224.8K299.7KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3K100K1MCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Paid
Freemium
Starting price
Free
$20per month
$9per month · free tier available
Free tier
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Free trial
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API access
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–
Plans
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Standard $20/moBusiness $100/moEnterprise Custom
Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Capabilities input → output
Input
ImagesText
CodeText
CodeText
Output
Text
Code
Code
Skill level
Advanced
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
6
3
Coding
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Code reviews
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Local AI
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Agents
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Debugging
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Developer tools
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LLM development
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Large language models
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Self hosted
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Testing
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APIs
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Agent creation
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Code testing
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Llama 3 on mac
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MCP
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.