CrewAI vs Langflow vs Pipecat vs LangChain

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

Your tool
CrewAI
vs
Competitor 1
Langflow
Competitor 2
Pipecat
Competitor 3
LangChain
Compare
4 tools · best value per row highlighted
Your tool 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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Competitor Pipecat
pipecat.ai
Pipecat is an open-source Python framework for building voice and multimodal AI agents that talk in real time.
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Competitor LangChain
langchain.com
Framework for building with large language models
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Traffic estimated monthly website traffic
Monthly visits
476.6Kvisits/mo
215.3Kvisits/mo
—
3.4Mvisits/mo
MoM change
▼ 10.3%
▼ 0.7%
—
▲ 0.7%
6-month growth
-5.3%
-4.9%
—
+21.0%
Global rank web
#107,487
#217,191
—
#13,384
Avg. last 3 months
564.3K
225.2K
—
3.3M
Bounce rate lower is better
46%
44%
—
42%
Pages / visit
2.6
2.2
—
6.2
Visit duration
1m 32s
1m 04s
—
5m 29s
Traffic sources
● Direct 75% · ● Referral 23%
● Direct 76% · ● Referral 24%
—
● Direct 73% · ● Referral 24%
CrewAILangflowPipecatLangChain
0850.7K1.7M2.6M3.4MCrewAI · 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 · 215.3KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M100K1M10MCrewAI · 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 · 215.3KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Free
Free
Freemium
Starting price
Free
Free
Free
$39per month · free tier available
Free tier
Free trial
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–
–
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API access
–
–
Plans
Basic FreeEnterprise $0
—
Open source Free
Developer FreePlus $39/moEnterprise Custom/mo
Capabilities input → output
Input
Text
Text
AudioTextVideo
CodeText
Output
AppsCode
Apps
AudioText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools+2 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+3 more
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 3 shared · core   partial
Tasks covered
9
9
10
6
Agents
Agent creation
Developer tools
Development
–
Agent testing
–
LLM development
–
–
No-code
–
–
Agent collaboration
–
–
Workflows
–
–
Voice agents
–
–
–
Agent management
–
–
–
Chatbots
–
–
–
Voice
–
–
–
Voice assistance
–
–
–
APIs
–
–
–
Call agents
–
–
–
Self hosted
–
–
–
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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–
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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.