CodeRabbit vs Zed vs Screenpipe vs Sourcery

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

Your tool
CodeRabbit
vs
Competitor 1
Zed
Competitor 2
Screenpipe
Competitor 3
Sourcery
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
Remove
Competitor Zed
zed.dev
Speed meets intelligence
Make main Remove
Competitor Screenpipe
screenpi.pe
Screenpipe records what appears on your screen and what you hear, turns it into local searchable history, and lets approved AI agents use that history as context.
Make main Remove
Competitor Sourcery
sourcery.ai
AI code reviewer that never takes a day off
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
1.2Mvisits/mo
—
57.7Kvisits/mo
MoM change
▼ 22.7%
▼ 18.1%
—
▼ 19.8%
6-month growth
+50.4%
+26.6%
—
-28.8%
Global rank web
#38,145
#47,672
—
#495,687
Avg. last 3 months
1.2M
1.5M
—
65.8K
Bounce rate lower is better
49%
42%
—
46%
Pages / visit
3.5
2.8
—
2.3
Visit duration
1m 55s
1m 56s
—
24s
Traffic sources
● Direct 73% · ● Referral 24%
● Direct 80% · ● Referral 18%
—
● Direct 83% · ● Referral 15%
CodeRabbitZedScreenpipeSourcery
0462K923.9K1.4M1.8MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7K10K100K1M10MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MZed · 1.1MZed · 966.1KZed · 1.1MZed · 936.1KZed · 1.4MZed · 1.4MZed · 1.8MZed · 1.4MZed · 1.2MSourcery · 43.2KSourcery · 52.5KSourcery · 81.3KSourcery · 75.7KSourcery · 81.1KSourcery · 79.7KSourcery · 82.5KSourcery · 67.6KSourcery · 72KSourcery · 57.7KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
Free tier
$20.83per month · free tier available
$12per month · free tier available
Free tier
–
Free trial
–
API access
–
–
–
Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Personal FreePro $10/moBusiness $30/mo
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Open Source CustomPro $12/moTeam $24/moEnterprise Custom
Capabilities input → output
Input
Code
CodeText
AudioVideo
Code
Output
CodeText
Code
Text
CodeText
Skill level
Intermediate
Advanced
Advanced
Intermediate
Categories
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Code Review
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
5
10
8
Code reviews
–
–
GitHub pull requests
–
–
Code security analysis
–
–
Code analysis
–
–
Development
–
–
Code autocompletion
–
–
–
Coding
–
–
–
Screen recordings
–
–
–
Agents
–
–
–
Code documentation
–
–
–
Code quality
–
–
–
Code security
–
–
–
Code testing
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–
–
Debugging
–
–
–
Digital memory recall
–
–
–
MCP
–
–
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Transcription
–
–
–
Vulnerability analysis
–
–
–
Cve monitoring
–
–
–
Cybersecurity vulnerabilities
–
–
–
Digital information management
–
–
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Git commands
–
–
–
Knowledge bases
–
–
–
Meeting notes
–
–
–
OCR
–
–
–
Self hosted
–
–
–
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.