CerebrasCoder vs CodeRabbit vs Cursor vs Refraction

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

Your tool
CerebrasCoder
vs
Competitor 1
CodeRabbit
Competitor 2
Cursor
Competitor 3
Refraction
Compare
4 tools · best value per row highlighted
Your tool CerebrasCoder
cerebrascoder.com
CerebrasCoder runs GLM 4
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Cursor
cursor.sh
Code editor that actually understands your codebase
Make main Remove
Competitor Refraction
refraction.dev
Token limits still bite
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
4.5Mvisits/mo
5.5Kvisits/mo
MoM change
▼ 71.7%
▼ 22.7%
▲ 7.8%
▼ 6.0%
6-month growth
—
+50.4%
-1.8%
-47.7%
Global rank web
—
#38,145
#15,584
#3,307,775
Avg. last 3 months
81
1.2M
4.4M
5.1K
Bounce rate lower is better
0%
49%
57%
42%
Pages / visit
—
3.5
2.4
1.8
Visit duration
—
1m 55s
1m 36s
12s
Traffic sources
—
● Direct 73% · ● Referral 24%
● Referral 80% · ● Mail 13%
—
CerebrasCoderCodeRabbitCursorRefraction
01.2M2.3M3.5M4.6MCerebrasCoder · 404CerebrasCoder · 453CerebrasCoder · 191CerebrasCoder · 54CodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MRefraction · 7.5KRefraction · 6.3KRefraction · 6.6KRefraction · 6.6KRefraction · 10.5KRefraction · 3.7KRefraction · 2.8KRefraction · 3.8KRefraction · 5.9KRefraction · 5.5K101001K10K100K1M10MCerebrasCoder · 404CerebrasCoder · 453CerebrasCoder · 191CerebrasCoder · 54CodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MCursor · 3.8MCursor · 4.2MCursor · 4.3MCursor · 4MCursor · 4.6MCursor · 4.4MCursor · 4.6MCursor · 4.5MCursor · 4.2MCursor · 4.5MRefraction · 7.5KRefraction · 6.3KRefraction · 6.6KRefraction · 6.6KRefraction · 10.5KRefraction · 3.7KRefraction · 2.8KRefraction · 3.8KRefraction · 5.9KRefraction · 5.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$50per month · free tier available
$24per month
$20per month · free tier available
$8per month · free tier available
Free tier
–
Free trial
–
–
API access
–
–
–
Plans
Free FreePro $50/moMax $200/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Plan $20.0 $20/moEnterprise $0/mo
Hobby FreePro $8/moTeam $14/moEnterprise Custom
Capabilities input → output
Input
CodeText
Code
CodeText
Code
Output
Code
CodeText
Code
Code
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI APIAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Coding AssistantAI Testing
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
7
7
Coding
–
Refactoring
–
Code documentation
–
Code reviews
–
Development
–
–
Code refactoring
–
–
–
GitHub pull requests
–
–
–
Unit tests
–
–
–
Code analysis
–
–
–
Code quality
–
–
–
Code security analysis
–
–
–
Code testing
–
–
–
Debugging
–
–
–
Test creation
–
–
–
Vibe coding
–
–
–
Developer tools
–
–
–
Inference
–
–
–
Large language models
–
–
–
Terminal commands management
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
3
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.