Refraction vs LinearB gitStream vs CodeRabbit vs Kiro

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

Your tool
Refraction
vs
Competitor 1
LinearB gitStream
Competitor 2
CodeRabbit
Competitor 3
Kiro
Compare
4 tools · best value per row highlighted
Your tool Refraction
refraction.dev
Token limits still bite
Remove
Competitor LinearB gitStream
linearb.io
LinearB gitStream is a pull request automation and AI code review product from LinearB.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Kiro
kiro.dev
Kiro is an agentic engineering environment for developers and teams.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
5.5Kvisits/mo
—
1Mvisits/mo
—
MoM change
▼ 6.0%
—
▼ 22.7%
—
6-month growth
-47.7%
—
+50.4%
—
Global rank web
#3,307,775
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#38,145
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Avg. last 3 months
5.1K
—
1.2M
—
Bounce rate lower is better
42%
—
49%
—
Pages / visit
1.8
—
3.5
—
Visit duration
12s
—
1m 55s
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Traffic sources
—
—
● Direct 73% · ● Referral 24%
—
RefractionLinearB gitStreamCodeRabbitKiro
0331.5K663K994.5K1.3MRefraction · 7.5KRefraction · 6.3KRefraction · 6.6KRefraction · 6.6KRefraction · 10.5KRefraction · 3.7KRefraction · 2.8KRefraction · 3.8KRefraction · 5.9KRefraction · 5.5KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M1K10K100K1M10MRefraction · 7.5KRefraction · 6.3KRefraction · 6.6KRefraction · 6.6KRefraction · 10.5KRefraction · 3.7KRefraction · 2.8KRefraction · 3.8KRefraction · 5.9KRefraction · 5.5KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free Trial
Freemium
Freemium
Starting price
$8per month · free tier available
$29per month
$24per month
$20per month · free tier available
Free tier
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Free trial
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API access
–
–
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Plans
Hobby FreePro $8/moTeam $14/moEnterprise Custom
Essentials $29/moEnterprise $59/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreePro $20/moPro+ $40/moPro Max $100/mo+2 more
Capabilities input → output
Input
Code
Code
Code
CodeText
Output
Code
Text
CodeText
Code
Skill level
Intermediate
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Coding AssistantAI Testing
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI Coding AssistantAI Testing
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
8
8
9
Code reviews
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Coding
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Code documentation
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GitHub pull requests
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Code testing
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Agents
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Code security analysis
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Test creation
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Developer tools
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Development
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Code refactoring
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–
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Refactoring
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–
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Unit tests
–
–
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Code analysis
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Code quality
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GitHub automation
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MCP
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Project specifications
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Pipeline optimization
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Testing
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Workflow optimization
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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.