Factory vs Runcell vs Tabnine vs GitHub Copilot

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

Your tool
Factory
vs
Competitor 1
Runcell
Competitor 2
Tabnine
Competitor 3
GitHub Copilot
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 Runcell
runcell.dev
Make main Remove
Competitor Tabnine
tabnine.com
AI coding with privacy built in
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
176.9Kvisits/mo
131.2Kvisits/mo
637.9Mvisits/mo
MoM change
—
▲ 4.1%
▼ 22.7%
▲ 3.7%
6-month growth
—
+13.2%
-53.5%
+19.3%
Global rank web
—
#279,476
#283,229
#49
Avg. last 3 months
—
168.7K
164.1K
629.7M
Bounce rate lower is better
—
45%
46%
36%
Pages / visit
—
1.8
1.7
5.9
Visit duration
—
45s
28s
6m 26s
Traffic sources
—
● Direct 73% · ● Referral 27%
● Direct 82% · ● Referral 17%
● Direct 83% · ● Referral 15%
FactoryRuncellTabnineGitHub Copilot
0159.5M318.9M478.4M637.9MRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9M10K100K1M10M100M1BRuncell · 52KRuncell · 99.5KRuncell · 144.1KRuncell · 154KRuncell · 156.3KRuncell · 140.4KRuncell · 170.3KRuncell · 159.2KRuncell · 170KRuncell · 176.9KTabnine · 359.1KTabnine · 311.6KTabnine · 301.4KTabnine · 275.9KTabnine · 281.9KTabnine · 248KTabnine · 241.5KTabnine · 191.4KTabnine · 169.7KTabnine · 131.2KGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
$20per month
$20per month · free tier available
$39per month
$4per month · free tier available
Free tier
–
–
Free trial
–
–
–
API access
–
–
–
Plans
Pro $20/moPlus $100/moMax $200/moTeams $60/mo+2 more
Hobby FreePro $20/moPro+ $60/moUltra $200/mo+1 more
Code Assistant $39/moAgentic Platform $59/mo
Free FreeTeam $4/moEnterprise $21/mo
Capabilities input → output
Input
CodeText
DataText
CodeText
CodeText
Output
Code
CodeData
Code
Code
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeResearch & AnalyticsAI Coding AssistantAI For Data Analytics
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
5
6
2
4
Coding
Code reviews
–
–
Agent management
–
–
Code autocompletion
–
–
–
Data analysis
–
–
–
Jupyter notebooks
–
–
–
Agents
–
–
–
Code explanations
–
–
–
Python code debugging
–
–
–
Code validation
–
–
–
Data science
–
–
–
Development
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
2
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.