Qodo (Formerly Codium) vs CodeRabbit vs Layercode vs Chatbase

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

Your tool
Qodo (Formerly Codium)
vs
Competitor 1
CodeRabbit
Competitor 2
LLayercode
Competitor 3
Chatbase
Compare
4 tools · best value per row highlighted
Your tool Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Competitor LLayercode
layercode.com
A developer building a telehealth app needs voice agents that respond instantly during patient consultations
Competitor Chatbase
chatbase.co
Train chatbots on your content
Traffic estimated monthly website traffic
Monthly visits
276.5Kvisits/mo
1Mvisits/mo
548visits/mo
402.2Kvisits/mo
MoM change
▲ 9.3%
▼ 22.7%
▼ 75.1%
▲ 2.0%
6-month growth
-29.0%
+50.4%
-96.0%
-12.4%
Global rank web
#170,528
#38,145
#6,604,519
#84,220
Avg. last 3 months
268.7K
1.2M
1.6K
412.6K
Bounce rate lower is better
41%
49%
36%
44%
Pages / visit
2.4
3.5
1.0
6.9
Visit duration
49s
1m 55s
—
4m 34s
Traffic sources
● Direct 85% · ● Referral 11%
● Direct 73% · ● Referral 24%
—
● Direct 81% · ● Referral 15%
Qodo (Formerly Codium)CodeRabbitLayercodeChatbase
0331.5K663K994.5K1.3MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Chatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2K1001K10K100K1M10MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MLayercode · 6.8KLayercode · 21.9KLayercode · 13.7KLayercode · 4.3KLayercode · 3KLayercode · 2.1KLayercode · 2.2KLayercode · 548Chatbase · 590.6KChatbase · 583.4KChatbase · 309.5KChatbase · 281.8KChatbase · 459KChatbase · 473.7KChatbase · 444.7KChatbase · 441.2KChatbase · 394.5KChatbase · 402.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$30per month
$24per month
$250per month · free tier available
$40per month · free tier available
Free tier
–
–
Free trial
–
API access
–
–
–
Plans
Free Trial CustomPro Team $30/moEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Developer FreePro $250/moEnterprise Custom
Free FreeHobby $40/moStandard $150/moPro $500/mo+1 more
Capabilities input → output
Input
Code
Code
AudioText
DocumentsTextWeb pages
Output
CodeText
CodeText
AudioText
AppsText
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
8
6
10
Code reviews
–
–
GitHub pull requests
–
–
Code quality
–
–
Code testing
–
–
Code analysis
–
–
Chatbot building
–
–
–
Chatbots
–
–
–
Customer support
–
–
–
Customer support chatbot
–
–
–
Testing
–
–
–
Voice agents
–
–
–
APIs
–
–
–
Agents
–
–
–
Assistant API building
–
–
–
Chatbot integration
–
–
–
Code documentation
–
–
–
Code security analysis
–
–
–
Coding
–
–
–
Developer tools
–
–
–
No-code
–
–
–
Shopify customer support
–
–
–
Test cases
–
–
–
Test creation
–
–
–
Unit tests
–
–
–
Assistant development
–
–
–
Development
–
–
–
Node js
–
–
–
Sales
–
–
–
Website to chatbot
–
–
–
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
–
–
–
–

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.