Pipecat vs Kilo Code vs Visual Studio Code vs LangChain

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

Your tool
Pipecat
vs
Competitor 1
Kilo Code
Competitor 2
Visual Studio Code
Competitor 3
LangChain
Compare
4 tools · best value per row highlighted
Your tool 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 Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
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Competitor Visual Studio Code
code.visualstudio.com
Visual Studio Code is a free, open source code editor that runs on Windows, macOS and Linux and now includes built-in AI agents.
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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
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1.9Kvisits/mo
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3.4Mvisits/mo
MoM change
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▼ 42.3%
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▲ 0.7%
6-month growth
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-94.4%
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+21.0%
Global rank web
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#4,668,091
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#13,384
Avg. last 3 months
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10.5K
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3.3M
Bounce rate lower is better
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34%
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42%
Pages / visit
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2.4
—
6.2
Visit duration
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19s
—
5m 29s
Traffic sources
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—
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● Direct 73% · ● Referral 24%
PipecatKilo CodeVisual Studio CodeLangChain
0850.7K1.7M2.6M3.4MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4M1K10K100K1M10MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KLangChain · 3MLangChain · 2.9MLangChain · 3.2MLangChain · 2.8MLangChain · 3.4MLangChain · 3.2MLangChain · 3.1MLangChain · 3.4MLangChain · 3.4MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Free
Freemium
Free
Freemium
Starting price
Free
$20per month · free tier available
Free
$39per month · free tier available
Free tier
Free trial
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API access
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Plans
Open source Free
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Developer FreePlus $39/moEnterprise Custom/mo
Capabilities input → output
Input
AudioTextVideo
CodeText
CodeText
CodeText
Output
AudioText
Code
Code
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeVoice & SpeechAI Agent+2 more
Development & CodeAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
10
5
6
6
Agents
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Developer tools
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Agent creation
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Coding
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Coding in VS Code
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Vs code
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Development
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Agent testing
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LLM development
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Voice agents
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Voice
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Voice assistance
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Agent collaboration
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Call agents
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Code analysis
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Debugging
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Self hosted
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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.