Qdrant vs Pinecone vs Codeaid vs pgvector

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

Your tool
Qdrant
vs
Competitor 1
Pinecone
Competitor 2
Codeaid
Competitor 3
pgvector
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
Remove
Competitor Pinecone
pinecone.io
Vector database for AI applications
Make main Remove
Competitor Codeaid
codeaid.io
Codeaid runs coding assessments and technical interviews through an AI system that generates questions, evaluates code, and scores candidates across multiple dimensions
Make main Remove
Competitor pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
434.9Kvisits/mo
3.3Kvisits/mo
—
MoM change
▲ 0.3%
▼ 13.7%
▲ 23.7%
—
6-month growth
-6.1%
-32.9%
+3.4%
—
Global rank web
#175,101
#85,031
#6,050,844
—
Avg. last 3 months
306.8K
506.2K
3.2K
—
Bounce rate lower is better
50%
41%
36%
—
Pages / visit
1.8
4.2
2.0
—
Visit duration
1m 13s
2m 31s
20s
—
Traffic sources
● Direct 75% · ● Referral 24%
● Direct 77% · ● Referral 20%
—
—
QdrantPineconeCodeaidpgvector
0162K324K486K648KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3K1K10K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KCodeaid · 8.1KCodeaid · 2.4KCodeaid · 3.2KCodeaid · 3.4KCodeaid · 2.8KCodeaid · 3.7KCodeaid · 2.7KCodeaid · 3.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
Free tier
$20per month · free tier available
$129per month
Free
Free tier
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Free trial
–
–
API access
–
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Plans
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Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
Team $129/moEnterprise Custom
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Capabilities input → output
Input
Data
DataText
Code
Data
Output
Data
Data
Data
Data
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Business & MarketingAI Recruiting
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
4
9
7
Vector databases
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Developer tools
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Databases
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Vector indexes
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Development
–
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Coding assessments
–
–
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Recruiting
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–
–
Candidate screening
–
–
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Coding interviews
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–
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Database search
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–
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Developer recruitment
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–
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Engineering interviews
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–
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Interviewing
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–
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PostgreSQL assistance
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–
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Technical recruitment
–
–
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Code analysis
–
–
–
Database management
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–
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RAG
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–
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SQL
–
–
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Self hosted
–
–
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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.