Factory vs GitHub Copilot CLI vs Runcell vs OpenAI Codex

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

Your tool
Factory
vs
Competitor 1
GitHub Copilot CLI
Competitor 2
Runcell
Competitor 3
OpenAI Codex
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 GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
Make main Remove
Competitor Runcell
runcell.dev
Make main Remove
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
—
—
176.9Kvisits/mo
204.3Mvisits/mo
MoM change
—
—
▲ 4.1%
▲ 3.6%
6-month growth
—
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+13.2%
+0.3%
Global rank web
—
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#279,476
#212
Avg. last 3 months
—
—
168.7K
197.3M
Bounce rate lower is better
—
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45%
58%
Pages / visit
—
—
1.8
3.0
Visit duration
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45s
2m 31s
Traffic sources
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● Direct 73% · ● Referral 27%
● Direct 81% · ● Referral 17%
FactoryGitHub Copilot CLIRuncellOpenAI Codex
066.6M133.2M199.7M266.3MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KOpenAI 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 · 204.3M10K100K1M10M100M1BRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KOpenAI 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
Paid
Free
Freemium
Freemium
Starting price
$20per month
Free
$20per month · free tier available
$20per month · free tier available
Free tier
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Free trial
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API access
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Plans
Pro $20/moPlus $100/moMax $200/moTeams $60/mo+2 more
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Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
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Capabilities input → output
Input
CodeText
CodeText
DataText
CodeText
Output
Code
Code
CodeData
Code
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeAI Code ReviewAI Coding Assistant
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
5
6
9
Coding
Agents
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GitHub pull requests
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Code reviews
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Development
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Data analysis
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Jupyter notebooks
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Code explanations
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GitHub automation
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Python code debugging
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Agent management
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Code documentation
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Code validation
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Data science
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Debugging
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Developer tools
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GitHub management
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Terminal
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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
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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.