pgvector vs Cloudgeni vs Qdrant vs Shotstack

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

Your tool
pgvector
vs
Competitor 1
Cloudgeni
Competitor 2
Qdrant
Competitor 3
Shotstack
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 Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
Make main Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
933visits/mo
310.5Kvisits/mo
—
MoM change
—
▼ 23.2%
▲ 0.3%
—
6-month growth
—
—
-6.1%
—
Global rank web
—
#13,519,090
#175,101
—
Avg. last 3 months
—
843
306.8K
—
Bounce rate lower is better
—
33%
50%
—
Pages / visit
—
1.7
1.8
—
Visit duration
—
27s
1m 13s
—
Traffic sources
—
—
● Direct 75% · ● Referral 24%
—
pgvectorCloudgeniQdrantShotstack
090.9K181.7K272.6K363.4KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Qdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5K1001K10K100K1MCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Qdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Paid
Freemium
Freemium
Starting price
Free
$449per month
Free tier
$39per month
Free tier
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–
Free trial
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–
API access
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Plans
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—
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Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Capabilities input → output
Input
Data
CodeDataText
Data
CodeImagesVideo
Output
Data
Code
Data
Video
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
1
7
4
Vector databases
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–
Vector indexes
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–
Developer tools
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–
APIs
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–
–
Video editing
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–
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Database search
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–
–
Databases
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–
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PostgreSQL assistance
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–
–
Video generation
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–
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Database management
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–
–
Development
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–
–
Infrastructure 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.