CodeRabbit vs act101 vs Shotstack

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

Your tool
CodeRabbit
vs
Competitor 1
act101
Competitor 2
Shotstack
Competitor 3
Suggested competitors for CodeRabbit: Greptile86% Qodo (Formerly Codium)85% Sourcery82% Kilo Code Reviewer78% Devin Review74% TuringMind AI70% DryRun Security65% OpenAI Codex62%
Compare
3 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor act101
act101.ai
Build bigger, better, faster, for less.
Make main Remove
Competitor Shotstack
shotstack.io
Shotstack is a cloud video editing API that turns data and templates into rendered videos.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
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MoM change
▼ 22.7%
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6-month growth
+50.4%
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Global rank web
#38,145
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Avg. last 3 months
1.2M
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Bounce rate lower is better
49%
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Pages / visit
3.5
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Visit duration
1m 55s
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Traffic sources
● Direct 73% · ● Referral 24%
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CodeRabbitact101Shotstack
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$24per month
$29per month · free tier available
$39per month
Free tier
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Free trial
API access
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Builder Edition FreeEngineering Edition $29/moArchitecture Edition $59/moElite Edition $99/mo
Pay as you go $10Starter $39/moPro $99/moScale $199/mo+1 more
Capabilities input → output
Input
Code
Code
CodeImagesVideo
Output
CodeText
Code
Video
Skill level
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeVideo EditingAI APIAI Developer Tools+1 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
4
4
Code analysis
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Developer tools
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Code quality
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Code reviews
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APIs
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GitHub pull requests
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Video editing
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Code documentation
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Code security analysis
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Code testing
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Video generation
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Development
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.