Factory vs Gemini Code Assist vs CodeRabbit vs Zed

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

Your tool
Factory
vs
Competitor 1
Gemini Code Assist
Competitor 2
CodeRabbit
Competitor 3
Zed
Compare
4 tools · best value per row highlighted
Your tool Factory
factory.ai
Factory is an agent-native software development platform built around autonomous coding agents called Droids.
Remove
Competitor Gemini Code Assist
codeassist.google
It provides a chat interface that is aware of the code in the open files, automatic completions as you type, and generation or transformation of whole functions and files on demand.
Make main Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
Make main Remove
Competitor Zed
zed.dev
Speed meets intelligence
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
1Mvisits/mo
1.2Mvisits/mo
MoM change
—
—
▼ 22.7%
▼ 18.1%
6-month growth
—
—
+50.4%
+26.6%
Global rank web
—
—
#38,145
#47,672
Avg. last 3 months
—
—
1.2M
1.5M
Bounce rate lower is better
—
—
49%
42%
Pages / visit
—
—
3.5
2.8
Visit duration
—
—
1m 55s
1m 56s
Traffic sources
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—
● Direct 73% · ● Referral 24%
● Direct 80% · ● Referral 18%
FactoryGemini Code AssistCodeRabbitZed
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 · 1.2M100K1M10MCodeRabbit · 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 · 1.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
$20per month
$19per month · free tier available
$24per month
Free tier
Free tier
–
–
Free trial
–
–
API access
–
–
–
Plans
Pro $20/moPlus $100/moMax $200/moTeams $60/mo+2 more
Individuals FreeStandard $19/moEnterprise $45/mo
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Personal FreePro $10/moBusiness $30/mo
Capabilities input → output
Input
CodeText
CodeText
Code
CodeText
Output
Code
Code
CodeText
Code
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
3
8
5
Coding
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Code reviews
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Development
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Code autocompletion
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–
–
GitHub pull requests
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–
–
Code analysis
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–
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Code documentation
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–
–
Code quality
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–
–
Code security analysis
–
–
–
Code testing
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–
–
Debugging
–
–
–
Agent management
–
–
–
Code validation
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–
–
Developer tools
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–
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Git commands
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–
–
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.