pgvector vs Qdrant vs Cloudgeni vs Shotstack

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

Your tool
pgvector
vs
Competitor 1
Qdrant
Competitor 2
Cloudgeni
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 Qdrant
qdrant.tech
Vectors at scale
Make main Remove
Competitor Cloudgeni
cloudgeni.ai
Cloudgeni is an agentic AIOps service for cloud infrastructure.
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
—
310.5Kvisits/mo
933visits/mo
—
MoM change
—
▲ 0.3%
▼ 23.2%
—
6-month growth
—
-6.1%
—
—
Global rank web
—
#175,101
#13,519,090
—
Avg. last 3 months
—
306.8K
843
—
Bounce rate lower is better
—
50%
33%
—
Pages / visit
—
1.8
1.7
—
Visit duration
—
1m 13s
27s
—
Traffic sources
—
● Direct 75% · ● Referral 24%
—
—
pgvectorQdrantCloudgeniShotstack
090.9K181.7K272.6K363.4KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 9331001K10K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KCloudgeni · 1KCloudgeni · 1.3KCloudgeni · 381Cloudgeni · 1.2KCloudgeni · 933Nov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Paid
Freemium
Starting price
Free
Free tier
$449per month
$39per month
Free tier
–
–
Free trial
–
–
API access
–
–
Plans
—
—
—
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Capabilities input → output
Input
Data
Data
CodeDataText
CodeImagesVideo
Output
Data
Data
Code
Video
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
7
1
4
Vector databases
–
–
Vector indexes
–
–
Developer tools
–
–
APIs
–
–
–
Video editing
–
–
–
Database search
–
–
–
Databases
–
–
–
PostgreSQL assistance
–
–
–
Video generation
–
–
–
Database management
–
–
–
Development
–
–
–
Infrastructure monitoring
–
–
–
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
–
–
–
–

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.