Windsurf vs Code Wiki vs llama.cpp vs GitHub Copilot

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

Your tool
Windsurf
vs
Competitor 1
Code Wiki
Competitor 2
llama.cpp
Competitor 3
GitHub Copilot
Compare
4 tools · best value per row highlighted
Your tool 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.
Remove
Competitor Code Wiki
codewiki.google
Your codebase documents itself—that's the core promise here
Make main Remove
Competitor 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.
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
29.6Kvisits/mo
152.5Kvisits/mo
—
637.9Mvisits/mo
MoM change
▲ 7.8%
▼ 17.8%
—
▲ 3.7%
6-month growth
+122.1%
-70.8%
—
+19.3%
Global rank web
#1,172,623
#251,881
—
#49
Avg. last 3 months
26.9K
225.3K
—
629.7M
Bounce rate lower is better
50%
41%
—
36%
Pages / visit
1.3
3.0
—
5.9
Visit duration
13s
55s
—
6m 26s
Traffic sources
—
● Direct 76% · ● Referral 24%
—
● Direct 83% · ● Referral 15%
WindsurfCode Wikillama.cppGitHub Copilot
0159.5M318.9M478.4M637.9MWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M10K100K1M10M100M1BWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KCode Wiki · 485KCode Wiki · 826KCode Wiki · 542.2KCode Wiki · 522.7KCode Wiki · 400.3KCode Wiki · 227.3KCode Wiki · 338.1KCode Wiki · 185.4KCode Wiki · 152.5KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$20per month · free tier available
Free
Free
$4per month · free tier available
Free tier
Free trial
–
–
–
API access
–
–
–
Plans
Free FreePro $20/moMax $200/moTeams $80/mo
—
—
Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
CodeText
Code
ImagesText
CodeText
Output
Code
ImagesText
Text
Code
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
7
3
4
Coding
–
–
Agents
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–
Agent management
–
–
Code reviews
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–
GitHub pull requests
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Code documentation
–
–
–
Codebase q a
–
–
–
Architecture
–
–
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Code explanations
–
–
–
Debugging
–
–
–
Developer tools
–
–
–
LLM development
–
–
–
APIs
–
–
–
Code analysis
–
–
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Code summaries
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
2
Verified listing
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–
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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.