llama.cpp vs Code Wiki vs CodeGPT vs Qoder

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

Your tool
llama.cpp
vs
Competitor 1
Code Wiki
Competitor 2
CodeGPT
Competitor 3
Qoder
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 Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
Make main Remove
Competitor Qoder
qoder.com
Over a million developers already use Qoder
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
152.5Kvisits/mo
188.3Kvisits/mo
3Mvisits/mo
MoM change
—
▼ 17.8%
▲ 0.8%
▼ 6.6%
6-month growth
—
-70.8%
-37.2%
+22.5%
Global rank web
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#251,881
#251,957
#15,878
Avg. last 3 months
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225.3K
196.6K
3.1M
Bounce rate lower is better
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41%
43%
32%
Pages / visit
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3.0
1.9
5.0
Visit duration
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55s
38s
4m 15s
Traffic sources
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● Direct 76% · ● Referral 24%
● Direct 58% · ● Referral 42%
● Direct 85% · ● Referral 15%
llama.cppCode WikiCodeGPTQoder
0799.8K1.6M2.4M3.2MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3M100K1M10MCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Free
Freemium
Freemium
Starting price
Free
Free
$9per month · free tier available
$20per month · free tier available
Free tier
Free trial
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API access
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Plans
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Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Free FreePro $20/moPro+ $60/moUltra $200/mo
Capabilities input → output
Input
ImagesText
Code
CodeText
CodeImagesText
Output
Text
ImagesText
Code
Code
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
7
3
4
Coding
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Code documentation
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Codebase q a
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Local AI
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Agents
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Architecture
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Code explanations
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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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APIs
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Code analysis
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Code summaries
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Development
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GitHub pull requests
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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
no ratings yet
Upvotes
▲ 0
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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.