Qdrant vs CodeGPT vs Sourcegraph Cody 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
CodeGPT
Competitor 2
Sourcegraph Cody
Competitor 3
Comp AI
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
Remove
Competitor CodeGPT
codegpt.co
ChatGPT in your code editor
Make main Remove
Competitor Sourcegraph Cody
sourcegraph.com
AI that knows your codebase
Make main Remove
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
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
188.3Kvisits/mo
185.6Kvisits/mo
95.4Kvisits/mo
MoM change
▲ 0.3%
▲ 0.8%
▼ 10.6%
▼ 16.0%
6-month growth
-6.1%
-37.2%
-40.6%
+41.5%
Global rank web
#175,101
#251,957
#204,583
#371,943
Avg. last 3 months
306.8K
196.6K
209.7K
97.9K
Bounce rate lower is better
50%
43%
42%
38%
Pages / visit
1.8
1.9
2.9
3.1
Visit duration
1m 13s
38s
1m 39s
1m 56s
Traffic sources
● Direct 75% · ● Referral 24%
● Direct 58% · ● Referral 42%
● Direct 91% · ● Referral 7%
● Direct 91% · ● Referral 4%
QdrantCodeGPTSourcegraph CodyComp AI
099.2K198.5K297.7K396.9KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KComp 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 · 310.5KCodeGPT · 267.5KCodeGPT · 278.8KCodeGPT · 284.1KCodeGPT · 233.4KCodeGPT · 299.7KCodeGPT · 277.1KCodeGPT · 262.2KCodeGPT · 214.6KCodeGPT · 186.8KCodeGPT · 188.3KSourcegraph Cody · 396.9KSourcegraph Cody · 383.2KSourcegraph Cody · 377.2KSourcegraph Cody · 305.8KSourcegraph Cody · 312.4KSourcegraph Cody · 254.6KSourcegraph Cody · 244.5KSourcegraph Cody · 235.9KSourcegraph Cody · 207.6KSourcegraph Cody · 185.6KComp 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 '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$9per month · free tier available
$16,000per month
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Free tier
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Free trial
–
–
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API access
–
–
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Plans
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Free FreeProfessional $9/moTeams $27/moEnterprise Custom
Enterprise $16,000/yr
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Capabilities input → output
Input
Data
CodeText
CodeText
Data
Output
Data
Code
Code
DataDocuments
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI Developer ToolsAI Monitor
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
4
9
Coding
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Debugging
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Compliance
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Security compliance
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Vector databases
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Audit documentation
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Compliance management
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Database search
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Databases
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Developer tools
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HIPAA compliance
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Iso 27001 guidance
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Vector indexes
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Code analysis
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Data privacy compliance
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Database management
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Development
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MCP
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Prompt 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
▲ 0
▲ 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.