Qdrant vs GitBrain vs act101 vs ZeroPath

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

Your tool
Qdrant
vs
Competitor 1
GitBrain
Competitor 2
act101
Competitor 3
ZeroPath
Compare
4 tools · best value per row highlighted
Your tool Qdrant
qdrant.tech
Vectors at scale
Remove
Competitor GitBrain
gitbrain.dev
Make main Remove
Competitor act101
act101.ai
Build bigger, better, faster, for less.
Make main Remove
Competitor ZeroPath
zeropath.com
Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
310.5Kvisits/mo
—
—
40.6Kvisits/mo
MoM change
▲ 0.3%
—
—
▲ 16.1%
6-month growth
-6.1%
—
—
+50.1%
Global rank web
#175,101
—
—
#858,063
Avg. last 3 months
306.8K
—
—
38.9K
Bounce rate lower is better
50%
0%
—
43%
Pages / visit
1.8
—
—
1.7
Visit duration
1m 13s
—
—
22s
Traffic sources
● Direct 75% · ● Referral 24%
—
—
● Direct 77% · ● Mail 18%
QdrantGitBrainact101ZeroPath
090.9K181.7K272.6K363.4KQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6K10K100K1MQdrant · 315.9KQdrant · 319.2KQdrant · 363.4KQdrant · 330.7KQdrant · 354.7KQdrant · 315.9KQdrant · 300.2KQdrant · 309.7KQdrant · 310.5KZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Free
Freemium
Freemium
Starting price
Free tier
Free
$29per month · free tier available
$1,000per month · free tier available
Free tier
Free trial
–
–
API access
–
–
–
Plans
—
—
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Team $1,000/moEnterprise CustomFree Proof of Value Free
Capabilities input → output
Input
Data
Code
Code
Code
Output
Data
Text
Code
CodeText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
5
4
8
Code reviews
–
Code analysis
–
–
Developer tools
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–
Code security
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–
–
Code security analysis
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–
–
Commit messages
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–
–
Cybersecurity vulnerabilities
–
–
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Git
–
–
–
Vector databases
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–
–
Vulnerability analysis
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–
–
Code quality
–
–
–
Code summaries
–
–
–
Database search
–
–
–
Databases
–
–
–
Vector indexes
–
–
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Cybersecurity
–
–
–
Database management
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–
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Development
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Git commands
–
–
–
Security automation
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 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.