Qdrant vs ZeroPath vs pgvector vs Chroma

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

Your tool
Qdrant
vs
Competitor 1
ZeroPath
Competitor 2
pgvector
Competitor 3
Chroma
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
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 pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Make main Remove
Competitor Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
40.6Kvisits/mo
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—
MoM change
▲ 0.3%
▲ 16.1%
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6-month growth
-6.1%
+50.1%
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Global rank web
#175,101
#858,063
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Avg. last 3 months
306.8K
38.9K
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Bounce rate lower is better
50%
43%
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Pages / visit
1.8
1.7
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Visit duration
1m 13s
22s
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Traffic sources
● Direct 75% · ● Referral 24%
● Direct 77% · ● Mail 18%
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QdrantZeroPathpgvectorChroma
090.9K181.7K272.6K363.4KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6K10K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Free
Freemium
Starting price
Free tier
$1,000per month · free tier available
Free
$250per month · free tier available
Free tier
Free trial
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API access
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Plans
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Team $1,000/moEnterprise CustomFree Proof of Value Free
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Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
Data
Code
Data
DataText
Output
Data
CodeText
Data
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
7
6
Vector databases
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Vector indexes
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Developer tools
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RAG
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Self hosted
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Code security
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Code security analysis
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Cybersecurity vulnerabilities
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Vulnerability analysis
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Code analysis
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Code reviews
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Database search
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Databases
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PostgreSQL assistance
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Cybersecurity
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Database management
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Development
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LLM development
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SQL
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Security automation
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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.