Hal vs Lambda vs CodeRabbit vs act101

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

Your tool
Hal
vs
Competitor 1
Lambda
Competitor 2
CodeRabbit
Competitor 3
act101
Compare
4 tools · best value per row highlighted
Your tool 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
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor act101
act101.ai
Build bigger, better, faster, for less.
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Traffic estimated monthly website traffic
Monthly visits
3.4Kvisits/mo
—
1Mvisits/mo
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MoM change
▼ 10.9%
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▼ 22.7%
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6-month growth
+60.6%
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+50.4%
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Global rank web
#6,156,551
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#38,145
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Avg. last 3 months
3.9K
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1.2M
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Bounce rate lower is better
39%
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49%
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Pages / visit
1.1
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3.5
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Visit duration
—
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1m 55s
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Traffic sources
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● Direct 73% · ● Referral 24%
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HalLambdaCodeRabbitact101
0331.5K663K994.5K1.3MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M1001K10K100K1M10MHal · 934Hal · 2.1KHal · 1.3KHal · 2.1KHal · 6.4KHal · 6.9KHal · 4.5KHal · 3.8KHal · 3.4KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
$2,000per month
—
$24per month
$29per month · free tier available
Free tier
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Free trial
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API access
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Plans
Startups $2,000/mo
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Capabilities input → output
Input
CodeText
CodeData
Code
Code
Output
Apps
Apps
CodeText
Code
Skill level
Intermediate
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
3
8
10
Code analysis
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Code quality
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Code reviews
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Developer tools
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Chatbot building
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Chatbots
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Code conversion
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Code translation
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GPU infrastructure
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GitHub pull requests
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Refactoring
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APIs
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Code documentation
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Code security analysis
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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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Development
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Model training
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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.