GitBrain vs Qdrant vs ZeroPath vs act101

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

Your tool
GitBrain
vs
Competitor 1
Qdrant
Competitor 2
ZeroPath
Competitor 3
act101
Compare
4 tools · best value per row highlighted
Your tool GitBrain
gitbrain.dev
Remove
Competitor Qdrant
qdrant.tech
Vectors at scale
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
Competitor act101
act101.ai
Build bigger, better, faster, for less.
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
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Avg. last 3 months
—
306.8K
38.9K
—
Bounce rate lower is better
0%
50%
43%
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Pages / visit
—
1.8
1.7
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Visit duration
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1m 13s
22s
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Traffic sources
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● Direct 75% · ● Referral 24%
● Direct 77% · ● Mail 18%
—
GitBrainQdrantZeroPathact101
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
Free
Freemium
Freemium
Freemium
Starting price
Free
Free tier
$1,000per month · free tier available
$29per month · free tier available
Free tier
Free trial
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–
API access
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–
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Plans
—
—
Team $1,000/moEnterprise CustomFree Proof of Value Free
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Capabilities input → output
Input
Code
Data
Code
Code
Output
Text
Data
CodeText
Code
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI 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
7
8
10
Developer tools
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Code reviews
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Code analysis
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Code conversion
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Code security
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Code security analysis
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Code translation
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Commit messages
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Cybersecurity vulnerabilities
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–
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Git
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–
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Refactoring
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–
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Vector databases
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–
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Vulnerability analysis
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–
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Code quality
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–
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Code summaries
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–
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Coding
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Database search
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Databases
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MCP
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On mac
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Vector indexes
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Agents
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Cybersecurity
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Database management
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Development
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Git commands
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Security automation
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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.