LangGraph vs GitHub Copilot vs CrewAI vs Langflow

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

Your tool
LangGraph
vs
Competitor 1
GitHub Copilot
Competitor 2
CrewAI
Competitor 3
Langflow
Compare
4 tools · best value per row highlighted
Your tool LangGraph
langchain.com
LangGraph is an open-source agent runtime and low-level orchestration framework for building AI agents that behave reliably on complex tasks.
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Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
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Competitor CrewAI
crewai.com
CrewAI is a multi-agent platform that covers the full agent lifecycle for businesses: discover what to automate, build agents, govern them in production and optimize them over time.
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Competitor Langflow
langflow.org
Drag and drop AI
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Traffic estimated monthly website traffic
Monthly visits
—
637.9Mvisits/mo
476.6Kvisits/mo
215.3Kvisits/mo
MoM change
—
▲ 3.7%
▼ 10.3%
▼ 0.7%
6-month growth
—
+19.3%
-5.3%
-4.9%
Global rank web
—
#49
#107,487
#217,191
Avg. last 3 months
—
629.7M
564.3K
225.2K
Bounce rate lower is better
—
36%
46%
44%
Pages / visit
—
5.9
2.6
2.2
Visit duration
—
6m 26s
1m 32s
1m 04s
Traffic sources
—
● Direct 83% · ● Referral 15%
● Direct 75% · ● Referral 23%
● Direct 76% · ● Referral 24%
LangGraphGitHub CopilotCrewAILangflow
0159.5M318.9M478.4M637.9MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3K100K1M10M100M1BGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MCrewAI · 408.9KCrewAI · 417.1KCrewAI · 521.4KCrewAI · 503.5KCrewAI · 610.1KCrewAI · 646.1KCrewAI · 685.2KCrewAI · 531.1KCrewAI · 476.6KLangflow · 295.3KLangflow · 247KLangflow · 269.8KLangflow · 226.5KLangflow · 239.5KLangflow · 229.4KLangflow · 243.6KLangflow · 216.8KLangflow · 215.3KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Free
Free
Starting price
$39per month · free tier available
$4per month · free tier available
Free
Free
Free tier
Free trial
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–
–
API access
–
–
Plans
Developer FreePlus $39/moEnterprise Custom
Free FreeTeam $4/moEnterprise $21/mo
Basic FreeEnterprise $0
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Capabilities input → output
Input
Code
CodeText
Text
Text
Output
Apps
Code
AppsCode
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
4
9
9
Agents
Agent creation
–
Developer tools
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No-code
–
–
Agent collaboration
–
–
Workflows
–
–
Agent management
–
–
Development
–
–
LLM development
–
–
Coding
–
–
–
Agent memory
–
–
–
Chatbots
–
–
–
Code reviews
–
–
–
APIs
–
–
–
Agent testing
–
–
–
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
2
0
0
Verified listing
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–
–
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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.