Qdrant vs act101 vs GitBrain vs pgvector

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

Your tool
Qdrant
vs
Competitor 1
act101
Competitor 2
GitBrain
Competitor 3
pgvector
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
Remove
Competitor act101
act101.ai
Build bigger, better, faster, for less.
Make main Remove
Competitor GitBrain
gitbrain.dev
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
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MoM change
▲ 0.3%
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6-month growth
-6.1%
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Global rank web
#175,101
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Avg. last 3 months
306.8K
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Bounce rate lower is better
50%
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0%
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Pages / visit
1.8
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Visit duration
1m 13s
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Traffic sources
● Direct 75% · ● Referral 24%
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Qdrantact101GitBrainpgvector
090.9K181.7K272.6K363.4KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Free
Free
Starting price
Free tier
$29per month · free tier available
Free
Free
Free tier
Free trial
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API access
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Plans
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Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
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Capabilities input → output
Input
Data
Code
Code
Data
Output
Data
Code
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
4
5
3
Vector databases
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Developer tools
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Vector indexes
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Code reviews
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Code analysis
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Commit messages
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Git
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Code quality
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Code summaries
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Database search
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Databases
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PostgreSQL assistance
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Database management
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Development
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Git commands
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.