Qdrant vs Windsurf vs GitHub Copilot CLI vs Comp AI

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

Your tool
Qdrant
vs
Competitor 1
Windsurf
Competitor 2
GitHub Copilot CLI
Competitor 3
Comp AI
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
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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.
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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.
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Competitor Comp AI
trycomp.ai
Comp AI automates compliance certification workflows through AI agents that continuously collect evidence and monitor security posture across connected systems
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Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
29.6Kvisits/mo
—
95.4Kvisits/mo
MoM change
▲ 0.3%
▲ 7.8%
—
▼ 16.0%
6-month growth
-6.1%
+122.1%
—
+41.5%
Global rank web
#175,101
#1,172,623
—
#371,943
Avg. last 3 months
306.8K
26.9K
—
97.9K
Bounce rate lower is better
50%
50%
—
38%
Pages / visit
1.8
1.3
—
3.1
Visit duration
1m 13s
13s
—
1m 56s
Traffic sources
● Direct 75% · ● Referral 24%
—
—
● Direct 91% · ● Referral 4%
QdrantWindsurfGitHub Copilot CLIComp AI
090.9K181.7K272.6K363.4KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KComp AI · 71.8KComp AI · 73.1KComp AI · 67.4KComp AI · 64.8KComp AI · 61.9KComp AI · 84.7KComp AI · 113.6KComp AI · 95.4K10K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KWindsurf · 16KWindsurf · 24.3KWindsurf · 15.7KWindsurf · 13.3KWindsurf · 25.4KWindsurf · 29.3KWindsurf · 23.6KWindsurf · 27.5KWindsurf · 29.6KComp AI · 71.8KComp AI · 73.1KComp AI · 67.4KComp AI · 64.8KComp AI · 61.9KComp AI · 84.7KComp AI · 113.6KComp AI · 95.4KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
Free tier
$20per month · free tier available
Free
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Free tier
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Free trial
–
–
–
–
API access
–
–
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Plans
—
Free FreePro $20/moMax $200/moTeams $80/mo
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Capabilities input → output
Input
Data
CodeText
CodeText
Data
Output
Data
Code
Code
DataDocuments
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
5
9
Developer tools
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Coding
–
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Agents
–
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GitHub pull requests
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Agent management
–
–
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Code autocompletion
–
–
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Compliance
–
–
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Security compliance
–
–
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Vector databases
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–
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Audit documentation
–
–
–
Compliance management
–
–
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Database search
–
–
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Databases
–
–
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Debugging
–
–
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HIPAA compliance
–
–
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Iso 27001 guidance
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–
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Vector indexes
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–
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Code reviews
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–
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Data privacy compliance
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Database management
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–
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Development
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GitHub management
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Security audits
–
–
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Security monitoring
–
–
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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.