llama.cpp vs GitHub Copilot CLI vs Windsurf 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
GitHub Copilot CLI
Competitor 2
Windsurf
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 GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
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 Qoder
qoder.com
Over a million developers already use Qoder
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
29.6Kvisits/mo
3Mvisits/mo
MoM change
—
—
▲ 7.8%
▼ 6.6%
6-month growth
—
—
+122.1%
+22.5%
Global rank web
—
—
#1,172,623
#15,878
Avg. last 3 months
—
—
26.9K
3.1M
Bounce rate lower is better
—
—
50%
32%
Pages / visit
—
—
1.3
5.0
Visit duration
—
—
13s
4m 15s
Traffic sources
—
—
—
● Direct 85% · ● Referral 15%
llama.cppGitHub Copilot CLIWindsurfQoder
0799.8K1.6M2.4M3.2MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KQoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3M10K100K1M10MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KQoder · 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
$20per month · free tier available
$20per month · free tier available
Free tier
Free trial
–
–
–
API access
–
–
–
Plans
—
—
Free FreePro $20/moMax $200/moTeams $80/mo
Free FreePro $20/moPro+ $60/moUltra $200/mo
Capabilities input → output
Input
ImagesText
CodeText
CodeText
CodeImagesText
Output
Text
Code
Code
Code
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
4
8
4
Coding
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Agents
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Developer tools
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Agent management
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–
–
Code autocompletion
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–
–
Debugging
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–
–
LLM development
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–
–
APIs
–
–
–
Code documentation
–
–
–
Code reviews
–
–
–
Development
–
–
–
GitHub management
–
–
–
GitHub pull requests
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.