AutoGen vs LangChain vs ZeroPath vs Pipecat

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

Your tool
AutoGen
vs
Competitor 1
LangChain
Competitor 2
ZeroPath
Competitor 3
Pipecat
Compare
4 tools · best value per row highlighted
Your tool AutoGen
microsoft.github.io
AutoGen is an open-source framework from Microsoft for building AI agents and multi-agent applications.
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Competitor LangChain
langchain.com
Framework for building with large language models
Make main Remove
Competitor ZeroPath
zeropath.com
Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works
Make main Remove
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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Traffic estimated monthly website traffic
Monthly visits
—
3.4Mvisits/mo
40.6Kvisits/mo
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MoM change
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▲ 0.7%
▲ 16.1%
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6-month growth
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+21.0%
+50.1%
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Global rank web
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#13,384
#858,063
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Avg. last 3 months
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3.3M
38.9K
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Bounce rate lower is better
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42%
43%
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Pages / visit
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6.2
1.7
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Visit duration
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5m 29s
22s
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Traffic sources
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● Direct 73% · ● Referral 24%
● Direct 77% · ● Mail 18%
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AutoGenLangChainZeroPathPipecat
0850.7K1.7M2.6M3.4MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6K10K100K1M10MLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MZeroPath · 48.3KZeroPath · 50.7KZeroPath · 36.6KZeroPath · 27KZeroPath · 34.4KZeroPath · 26.5KZeroPath · 41.2KZeroPath · 35KZeroPath · 40.6KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Free
Freemium
Freemium
Free
Starting price
Free
$39per month · free tier available
$1,000per month · free tier available
Free
Free tier
Free trial
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API access
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Plans
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Developer FreePlus $39/moEnterprise Custom/mo
Team $1,000/moEnterprise CustomFree Proof of Value Free
Open source Free
Capabilities input → output
Input
CodeText
CodeText
Code
AudioTextVideo
Output
AppsCode
Apps
CodeText
AudioText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Development & CodeAI Code ReviewAI Developer Tools
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
6
8
10
Agent creation
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Agents
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Developer tools
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LLM development
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Agent collaboration
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Agent testing
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Self hosted
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Code security
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Code security analysis
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Cybersecurity vulnerabilities
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Voice agents
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Vulnerability analysis
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Code analysis
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Code reviews
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Development
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Voice
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Voice assistance
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Call agents
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Cybersecurity
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No-code
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Security automation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.