act101 vs Hal vs CodeRabbit vs ZeroPath
Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.
Your tool
act101
vs
act101
Competitor 1
Hal
Hal
Competitor 2
CodeRabbit
CodeRabbit
Competitor 3
ZeroPath
ZeroPathCompare
4 tools · best value per row highlighted
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
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
Traffic estimated monthly website traffic
Monthly visits
—
3.4Kvisits/mo
1Mvisits/mo
40.6Kvisits/mo
MoM change
—
▼ 10.9%
▼ 22.7%
▲ 16.1%
6-month growth
—
+60.6%
+50.4%
+50.1%
Global rank web
—
#6,156,551
#38,145
#858,063
Avg. last 3 months
—
3.9K
1.2M
38.9K
Bounce rate lower is better
—
39%
49%
43%
Pages / visit
—
1.1
3.5
1.7
Visit duration
—
—
1m 55s
22s
Traffic sources
—
—
● Direct 73% · ● Referral 24%
● Direct 77% · ● Mail 18%
act101HalCodeRabbitZeroPath
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$29per month · free tier available
$2,000per month
$24per month
$1,000per month · free tier available
Free tier
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Free trial
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API access
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–
–
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Plans
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Startups $2,000/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Team $1,000/moEnterprise CustomFree Proof of Value Free
Capabilities input → output
Input
Code
CodeText
Code
Code
Output
Code
Apps
CodeText
CodeText
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Tasks what each tool can do · 0 shared · core partial
Tasks covered
10
4
8
8
Code analysis
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Code reviews
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Code security analysis
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Code quality
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Chatbot building
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Chatbots
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Code conversion
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Code security
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Code translation
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Cybersecurity vulnerabilities
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Developer tools
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GitHub pull requests
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Refactoring
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Vulnerability analysis
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APIs
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Code documentation
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Code testing
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Coding
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Document chat
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MCP
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Agents
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Cybersecurity
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Development
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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
▲ 1
▲ 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.