CodeRabbit vs BrowserAct vs Context.dev vs Qodo (Formerly Codium)

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

Your tool
CodeRabbit
vs
Competitor 1
BrowserAct
Competitor 2
Context.dev
Competitor 3
Qodo (Formerly Codium)
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor BrowserAct
browseract.com
BrowserAct is a no-code web scraping platform that builds a reusable scraper from one prompt.
Make main Remove
Competitor Context.dev
context.dev
Brand.dev is a web scraping API for AI agents and LLM products.
Make main Remove
Competitor Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
163.5Kvisits/mo
—
276.5Kvisits/mo
MoM change
▼ 22.7%
▲ 12.3%
▲ 26.4%
▲ 9.3%
6-month growth
+50.4%
-5.0%
-68.4%
-29.0%
Global rank web
#38,145
#275,930
#3,017,624
#170,528
Avg. last 3 months
1.2M
147.7K
4.7K
268.7K
Bounce rate lower is better
49%
42%
0%
41%
Pages / visit
3.5
2.5
—
2.4
Visit duration
1m 55s
1m 07s
—
49s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 76% · ● Referral 23%
—
● Direct 85% · ● Referral 11%
CodeRabbitBrowserActContext.devQodo (Formerly Codium)
0331.5K663K994.5K1.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KQodo (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) · 276.5K1K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MBrowserAct · 93.9KBrowserAct · 107.8KBrowserAct · 137.1KBrowserAct · 172.1KBrowserAct · 135.9KBrowserAct · 116.8KBrowserAct · 133.9KBrowserAct · 145.6KBrowserAct · 163.5KContext.dev · 25.2KContext.dev · 19.7KContext.dev · 27.3KContext.dev · 14.4KContext.dev · 6.3KContext.dev · 8KQodo (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) · 276.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$16per month · free tier available
$19per month · free tier available
$30per month
Free tier
–
–
Free trial
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeBasic $16/moEssential $70/moAdvanced $120/mo
Plan $19.0 $19/moPlan $99.0 $99/moPlan $299.0 $299/moPlan $499.0 $499/mo+1 more
Free Trial CustomPro Team $30/moEnterprise Custom
Capabilities input → output
Input
Code
TextWeb pages
—
Code
Output
CodeText
Data
—
CodeText
Skill level
Intermediate
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Web Scraping
Development & CodeResearch & AnalyticsAI APIAI Research Tool+1 more
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
6
7
10
Code reviews
–
–
Web scraping
–
–
GitHub pull requests
–
–
Code quality
–
–
Code testing
–
–
Website crawling
–
–
Code analysis
–
–
Testing
–
–
–
Webscraping
–
–
–
APIs
–
–
–
Code documentation
–
–
–
Code security analysis
–
–
–
Coding
–
–
–
Developer tools
–
–
–
No-code
–
–
–
Test cases
–
–
–
Test creation
–
–
–
Unit tests
–
–
–
Agents
–
–
–
Development
–
–
–
Price search
–
–
–
Research
–
–
–
Text extraction
–
–
–
Website to JSON
–
–
–
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.