Qdrant vs pgvector vs Mintlify vs act101

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

Your tool
Qdrant
vs
Competitor 1
pgvector
Competitor 2
Mintlify
Competitor 3
act101
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
Remove
Competitor pgvector
github.com
pgvector is an open-source extension that adds vector similarity search to Postgres.
Make main Remove
Competitor Mintlify
mintlify.com
Documentation that writes itself from your code
Make main Remove
Competitor act101
act101.ai
Build bigger, better, faster, for less.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
—
387.9Kvisits/mo
—
MoM change
▲ 0.3%
—
▲ 4.0%
—
6-month growth
-6.1%
—
-37.3%
—
Global rank web
#175,101
—
#114,864
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Avg. last 3 months
306.8K
—
367.8K
—
Bounce rate lower is better
50%
—
47%
—
Pages / visit
1.8
—
3.5
—
Visit duration
1m 13s
—
1m 51s
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Traffic sources
● Direct 75% · ● Referral 24%
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● Direct 74% · ● Referral 25%
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QdrantpgvectorMintlifyact101
0348.9K697.7K1M1.4MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KMintlify · 373.1KMintlify · 331.3KMintlify · 338.6KMintlify · 353.9KMintlify · 618.3KMintlify · 1.4MMintlify · 718.1KMintlify · 342.3KMintlify · 373.1KMintlify · 387.9K100K1M10MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KMintlify · 373.1KMintlify · 331.3KMintlify · 338.6KMintlify · 353.9KMintlify · 618.3KMintlify · 1.4MMintlify · 718.1KMintlify · 342.3KMintlify · 373.1KMintlify · 387.9KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
Free tier
Free
$450per month · free tier available
$29per month · free tier available
Free tier
Free trial
–
–
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API access
–
–
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Plans
—
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Starter FreePro $450/moEnterprise Custom
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Capabilities input → output
Input
Data
Data
CodeText
Code
Output
Data
Data
Documents
Code
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI Developer ToolsAI Documents Generator
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
5
4
Developer tools
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Vector databases
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Vector indexes
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Development
–
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Code analysis
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Code documentation
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–
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Writing documentation
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–
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Code quality
–
–
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Database search
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–
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Databases
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–
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PostgreSQL assistance
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–
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Code reviews
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–
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Database management
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–
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Documents
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.