CodeRabbit vs Screenpipe vs Zed vs OpenAI Codex

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

Your tool
CodeRabbit
vs
Competitor 1
Screenpipe
Competitor 2
Zed
Competitor 3
OpenAI Codex
Compare
4 tools · best value per row highlighted
Your tool CodeRabbit
coderabbit.ai
Automated code review that matters
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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 Zed
zed.dev
Speed meets intelligence
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Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
—
1.2Mvisits/mo
204.3Mvisits/mo
MoM change
▼ 22.7%
—
▼ 18.1%
▲ 3.6%
6-month growth
+50.4%
—
+26.6%
+0.3%
Global rank web
#38,145
—
#47,672
#212
Avg. last 3 months
1.2M
—
1.5M
197.3M
Bounce rate lower is better
49%
—
42%
58%
Pages / visit
3.5
—
2.8
3.0
Visit duration
1m 55s
—
1m 56s
2m 31s
Traffic sources
● Direct 73% · ● Referral 24%
—
● Direct 80% · ● Referral 18%
● Direct 81% · ● Referral 17%
CodeRabbitScreenpipeZedOpenAI Codex
066.6M133.2M199.7M266.3MCodeRabbit · 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 · 1.2MOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3M100K1M10M100M1BCodeRabbit · 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 · 1.2MOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$24per month
$20.83per month · free tier available
Free tier
$20per month · free tier available
Free tier
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Free trial
–
–
API access
–
–
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Plans
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free FreeBasic $20.83/moBusiness $41.67/moEnterprise Custom
Personal FreePro $10/moBusiness $30/mo
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Capabilities input → output
Input
Code
AudioVideo
CodeText
CodeText
Output
CodeText
Text
Code
Code
Skill level
Intermediate
Advanced
Advanced
Advanced
Categories
Development & CodeAI Code Review
Education & LearningProductivity & OfficeAI AgentAI Knowledge Management+1 more
Development & CodeAI Coding Assistant
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
8
10
5
9
Development
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Coding
–
–
Agents
–
–
GitHub pull requests
–
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Code reviews
–
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Code documentation
–
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Debugging
–
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Code autocompletion
–
–
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Screen recordings
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Code analysis
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Code quality
–
–
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Code security analysis
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–
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Code testing
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–
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Digital memory recall
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–
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GitHub automation
–
–
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MCP
–
–
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Transcription
–
–
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Digital information management
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–
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Git commands
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–
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Knowledge bases
–
–
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Meeting notes
–
–
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OCR
–
–
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Self hosted
–
–
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Terminal
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.