CodeRabbit vs CodingFleet vs Flowstep vs Devin Review

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

Your tool
CodeRabbit
vs
Competitor 1
CodingFleet
Competitor 2
Flowstep
Competitor 3
Devin Review
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor CodingFleet
codingfleet.com
You get three uses as a guest before CodingFleet asks you to buy credits
Make main Remove
Competitor Flowstep
flowstep.ai
Flowstep turns text descriptions into fully editable, production-ready UI designs through an AI-powered chat interface
Make main Remove
Competitor Devin Review
app.devin.ai
Devin Review is the fastest way to truly understand code—especially when it changes
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
138.8Kvisits/mo
115.8Kvisits/mo
1.6Mvisits/mo
MoM change
▼ 22.7%
▲ 37.7%
▲ 8.1%
▼ 7.9%
6-month growth
+50.4%
+130.9%
+250.0%
+275.1%
Global rank web
#38,145
#323,656
#358,352
—
Avg. last 3 months
1.2M
101.4K
114.6K
1.5M
Bounce rate lower is better
49%
46%
39%
20%
Pages / visit
3.5
1.8
2.4
10.0
Visit duration
1m 55s
35s
1m 01s
7m 17s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 88% · ● Referral 10%
● Direct 82% · ● Referral 16%
● Direct 60% · ● Referral 39%
CodeRabbitCodingFleetFlowstepDevin Review
0433.7K867.5K1.3M1.7MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KFlowstep · 5.4KFlowstep · 9.9KFlowstep · 9.5KFlowstep · 33.1KFlowstep · 60.9KFlowstep · 86.5KFlowstep · 120.8KFlowstep · 107.1KFlowstep · 115.8KDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6M1K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCodingFleet · 77.7KCodingFleet · 70.4KCodingFleet · 85.1KCodingFleet · 60.1KCodingFleet · 65KCodingFleet · 69.2KCodingFleet · 64.4KCodingFleet · 100.9KCodingFleet · 138.8KFlowstep · 5.4KFlowstep · 9.9KFlowstep · 9.5KFlowstep · 33.1KFlowstep · 60.9KFlowstep · 86.5KFlowstep · 120.8KFlowstep · 107.1KFlowstep · 115.8KDevin Review · 279.5KDevin Review · 296KDevin Review · 398KDevin Review · 425.8KDevin Review · 534.2KDevin Review · 794.3KDevin Review · 1.2MDevin Review · 1.7MDevin Review · 1.6MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$7per month · free tier available
$15per month · free tier available
$500per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreePro $7/moUnlimited $25/moElite $45/mo+2 more
Free FreeStarter $15/moEnterprise Custom
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Capabilities input → output
Input
Code
CodeText
DocumentsImagesTextWeb pages
CodeWeb pages
Output
CodeText
Code
CodeImages
Text
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Design & CreativeAI UX Design
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
7
5
Code reviews
–
–
GitHub pull requests
–
–
Code analysis
–
–
Code testing
–
–
Debugging
–
–
Coding
–
–
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UI design
–
–
–
Code documentation
–
–
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Code quality
–
–
–
Code security analysis
–
–
–
Collaborative design
–
–
–
Design
–
–
–
GitHub
–
–
–
MCP
–
–
–
Python
–
–
–
UX design
–
–
–
Code explanations
–
–
–
Development
–
–
–
Team collaboration
–
–
–
Visual workspace
–
–
–
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.