Factory vs CodeRabbit vs Augment Code vs Zed

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

Your tool
Factory
vs
Competitor 1
CodeRabbit
Competitor 2
Augment Code
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.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Zed
zed.dev
Speed meets intelligence
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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
—
● Direct 73% · ● Referral 24%
—
● Direct 80% · ● Referral 18%
FactoryCodeRabbitAugment CodeZed
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
Paid
Freemium
Starting price
$20per month
$24per month
$20per month
Free tier
Free tier
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–
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Free trial
–
–
API access
–
–
–
Plans
Pro $20/moPlus $100/moMax $200/moTeams $60/mo+2 more
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Standard $20/moBusiness $100/moEnterprise Custom
Personal FreePro $10/moBusiness $30/mo
Capabilities input → output
Input
CodeText
Code
CodeText
CodeText
Output
Code
CodeText
Code
Code
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Code Review
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI Coding Assistant
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
5
8
6
5
Coding
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Code reviews
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Development
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Code testing
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Code autocompletion
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–
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GitHub pull requests
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–
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Agents
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–
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Code analysis
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–
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Code documentation
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–
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Code quality
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–
–
Code security analysis
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–
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Debugging
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–
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Testing
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–
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Agent management
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–
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Code validation
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–
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Cve monitoring
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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
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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.