pgvector vs ZeroPath vs LinearB gitStream vs Qdrant

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

Your tool
pgvector
vs
Competitor 1
ZeroPath
Competitor 2
LinearB gitStream
Competitor 3
Qdrant
Compare
4 tools · best value per row highlighted
Your tool pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Remove
Competitor ZeroPath
zeropath.com
Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works
Make main Remove
Competitor LinearB gitStream
linearb.io
LinearB gitStream is a pull request automation and AI code review product from LinearB.
Make main Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
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40.6Kvisits/mo
—
310.5Kvisits/mo
MoM change
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▲ 16.1%
—
▲ 0.3%
6-month growth
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+50.1%
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-6.1%
Global rank web
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#858,063
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#175,101
Avg. last 3 months
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38.9K
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306.8K
Bounce rate lower is better
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43%
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50%
Pages / visit
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1.7
—
1.8
Visit duration
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22s
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1m 13s
Traffic sources
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● Direct 77% · ● Mail 18%
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● Direct 75% · ● Referral 24%
pgvectorZeroPathLinearB gitStreamQdrant
090.9K181.7K272.6K363.4KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5K10K100K1MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Free Trial
Freemium
Starting price
Free
$1,000per month · free tier available
$29per month
Free tier
Free tier
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Free trial
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API access
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–
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Plans
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Team $1,000/moEnterprise CustomFree Proof of Value Free
Essentials $29/moEnterprise $59/mo
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Capabilities input → output
Input
Data
Code
Code
Data
Output
Data
CodeText
Text
Data
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
8
7
Developer tools
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Vector databases
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Code reviews
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Vector indexes
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Code security analysis
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Code security
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Cybersecurity vulnerabilities
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Vulnerability analysis
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Code analysis
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Database search
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Databases
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GitHub automation
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GitHub pull requests
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PostgreSQL assistance
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Agents
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Cybersecurity
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Database management
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Development
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Pipeline optimization
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RAG
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SQL
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Security automation
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Self hosted
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Workflow optimization
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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.