OpenAI Codex vs Tabletop Scribe vs CodeRabbit vs Jules

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

Your tool
OpenAI Codex
vs
Competitor 1
Tabletop Scribe
Competitor 2
CodeRabbit
Competitor 3
Jules
Compare
4 tools · best value per row highlighted
Your tool OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
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Competitor Tabletop Scribe
tabletopscribe.com
AI dungeon master that never runs out of ideas
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Jules
jules.google
An AI coding assistant that works while you sleep sounds like science fiction, but Jules runs continuously in the cloud doing exactly that
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
204.3Mvisits/mo
—
1Mvisits/mo
280.8Kvisits/mo
MoM change
▲ 3.6%
—
▼ 22.7%
▼ 27.6%
6-month growth
+0.3%
—
+50.4%
-46.5%
Global rank web
#212
—
#38,145
#198,101
Avg. last 3 months
197.3M
—
1.2M
435.9K
Bounce rate lower is better
58%
0%
49%
49%
Pages / visit
3.0
—
3.5
1.6
Visit duration
2m 31s
—
1m 55s
42s
Traffic sources
● Direct 81% · ● Referral 17%
—
● Direct 73% · ● Referral 24%
● Direct 71% · ● Referral 28%
OpenAI CodexTabletop ScribeCodeRabbitJules
066.6M133.2M199.7M266.3MOpenAI 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 · 204.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MJules · 804.2KJules · 742.5KJules · 525.1KJules · 315.3KJules · 476.6KJules · 638.7KJules · 388.1KJules · 280.8K100K1M10M100M1BOpenAI 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 · 204.3MCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MJules · 804.2KJules · 742.5KJules · 525.1KJules · 315.3KJules · 476.6KJules · 638.7KJules · 388.1KJules · 280.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$20per month · free tier available
Free tier
$24per month
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Free tier
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Free trial
–
–
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API access
–
–
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Plans
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Free Trial CustomPay-As-You-Go Credits $1.10/usage-based
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
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Capabilities input → output
Input
CodeText
Audio
Code
CodeText
Output
Code
ImagesText
CodeText
Code
Skill level
Advanced
Beginner-friendly
Intermediate
Advanced
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Lifestyle & EntertainmentVoice & SpeechWriting & ContentAI Games+2 more
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
8
6
Code reviews
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Development
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Coding
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Agents
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GitHub pull requests
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Code documentation
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Summarizing
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Transcription
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Code analysis
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Code quality
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Code security analysis
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Code testing
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–
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D d storytelling
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–
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D&D dungeon master
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GitHub automation
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Note taking
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Testing
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Conversation summaries
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Debugging
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Games
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Gaming
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Image generation
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Terminal
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–
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UI testing
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 1
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
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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.