llama.cpp vs Kimi Code vs Augment Code 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
Kimi Code
Competitor 2
Augment Code
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.
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Competitor Kimi Code
kimi.com
Writing code means constantly jumping between your editor and browser tabs stuffed with documentation
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Make main Remove
Competitor Respan
respan.ai
Building AI apps
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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60.1Mvisits/mo
—
87.3Kvisits/mo
MoM change
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▲ 52.2%
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▲ 28.5%
6-month growth
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+33.8%
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+881.1%
Global rank web
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#852
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#497,399
Avg. last 3 months
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48.3M
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74.8K
Bounce rate lower is better
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37%
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41%
Pages / visit
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3.9
—
2.5
Visit duration
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7m 13s
—
19s
Traffic sources
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● Direct 89% · ● Referral 10%
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● Direct 89% · ● Referral 11%
llama.cppKimi CodeAugment CodeRespan
015M30.1M45.1M60.1MKimi Code · 43.3MKimi Code · 38.2MKimi Code · 33.5MKimi Code · 44.9MKimi Code · 48.1MKimi Code · 43MKimi Code · 45.3MKimi Code · 39.5MKimi Code · 60.1MRespan · 641Respan · 8.9KRespan · 37.2KRespan · 57.9KRespan · 69.1KRespan · 67.9KRespan · 87.3K1001K10K100K1M10M100MKimi Code · 43.3MKimi Code · 38.2MKimi Code · 33.5MKimi Code · 44.9MKimi Code · 48.1MKimi Code · 43MKimi Code · 45.3MKimi Code · 39.5MKimi Code · 60.1MRespan · 641Respan · 8.9KRespan · 37.2KRespan · 57.9KRespan · 69.1KRespan · 67.9KRespan · 87.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Paid
Freemium
Starting price
Free
$15per month · free tier available
$20per month
$199per 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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Adagio FreePlus $15/moPro $31/moMax $79/mo+1 more
Standard $20/moBusiness $100/moEnterprise Custom
Free FreeTeam $199/yrEnterprise Custom
Capabilities input → output
Input
ImagesText
CodeText
CodeText
DataText
Output
Text
Code
Code
DataText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeProductivity & OfficeAI APIAI Developer Tools+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
6
6
9
Developer tools
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Coding
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LLM development
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APIs
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AI system monitoring
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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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LLM testing
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Large language models
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Monitoring
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Prompt management
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Refactoring
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Self hosted
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Testing
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Agent creation
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Application monitoring
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Code testing
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Developer assistance
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Llama 3 on mac
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Red teaming guidance
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Shell commands
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
▲ 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.