ZeroPath vs Hal vs StartKit vs Semgrep Assistant
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
ZeroPath
vs
ZeroPath
Competitor 1
Hal
Hal
Competitor 2
StartKit
StartKit
Competitor 3
Semgrep Assistant
Semgrep AssistantCompare
4 tools · best value per row highlighted
Your tool
ZeroPath
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
Competitor
Hal
Hal
hal9.com
Hal9 is a powerful platform for quickly building and deploying fully customizable AI chatbots, powered by your data with complete privacy.
In just under 5 minutes, you can create a tailored chatbot t
Competitor
StartKit
StartKit
startkit.ai
StartKit hands you the entire backend so you can ship your product faster
Competitor
Semgrep Assistant
Semgrep Assistant
semgrep.dev
Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.
Traffic estimated monthly website traffic
Monthly visits
40.6Kvisits/mo
3.4Kvisits/mo
1.3Kvisits/mo
—
MoM change
▲ 16.1%
▼ 10.9%
▲ 79.8%
—
6-month growth
+50.1%
+60.6%
-36.9%
—
Global rank web
#858,063
#6,156,551
—
—
Avg. last 3 months
38.9K
3.9K
756
—
Bounce rate lower is better
43%
39%
38%
—
Pages / visit
1.7
1.1
1.0
—
Visit duration
22s
—
—
—
Traffic sources
● Direct 77% · ● Mail 18%
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—
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ZeroPathHalStartKitSemgrep Assistant
Pricing
Model
Freemium
Freemium
Freemium
—
Starting price
$1,000per month · free tier available
$2,000per month
$149per month
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Free tier
–
–
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Free trial
–
–
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API access
–
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Plans
Team $1,000/moEnterprise CustomFree Proof of Value Free
Startups $2,000/mo
Starter $149Growth $249Concierge $0
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Capabilities input → output
Input
Code
CodeText
Text
Code
Output
CodeText
Apps
Code
CodeText
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
8
4
8
7
Code security
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Code security analysis
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Vulnerability analysis
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Code reviews
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Developer tools
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Chatbot building
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Chatbots
–
–
–
Cybersecurity vulnerabilities
–
–
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APIs
–
–
–
Backend development
–
–
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Code analysis
–
–
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Document chat
–
–
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Code explanations
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–
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Code validation
–
–
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Coding
–
–
–
Cybersecurity
–
–
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Development
–
–
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Frontend development
–
–
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LLM development
–
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Payments
–
–
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SaaS product launches
–
–
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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
▲ 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.