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Tools/LangChain vs Agno
LangChain

LangChain

framework
vs
Agno

Agno

framework

LangChain vs Agno — Comparison

Overview
What each tool does and who it's for

LangChain

LangChain provides the engineering platform and open source frameworks developers use to build, test, and deploy reliable AI agents.

Based on these social mentions, LangChain appears to be a widely-adopted framework for building AI agents, with users actively developing autonomous systems and production applications using it. However, the main concerns center around **production challenges** - users are struggling with monitoring, observability, and safety controls for AI agents, with several people building alternative tools to address LangChain's limitations in these areas. The mentions reveal a **disconnect between development ease and production readiness**, as developers find existing solutions like LangSmith either too expensive, cloud-only, or insufficient for proper debugging of multi-agent systems. Overall, LangChain has strong adoption for AI agent development, but the community is actively seeking better tooling for production deployment and monitoring.

Agno

Agno pairs the fastest framework available with the first enterprise-ready agentic operating system, AgentOS. Build, run, and manage secure multi-agen

I cannot provide a meaningful summary of user sentiment about "Agno" based on the provided content. The social mentions you've shared discuss completely unrelated topics - ChatGPT Pro pricing, a containerized hosting tool called "Coasts," lead contamination in playgrounds, and Writesonic AI writing tool. None of these mentions reference or discuss a software tool called "Agno," and no dedicated reviews were provided. To give you an accurate summary, I would need actual user reviews and social mentions that specifically discuss the "Agno" software tool.

Key Metrics
—
Avg Rating
—
2
Mentions (30d)
2
131,755
GitHub Stars
39,136
21,716
GitHub Forks
5,202
2,052,538
npm Downloads/wk
—
224,916,621
PyPI Downloads/mo
—
Community Sentiment
How developers feel about each tool based on mentions and reviews

LangChain

0% positive100% neutral0% negative

Agno

0% positive100% neutral0% negative
Pricing

LangChain

usage-based + subscription + contract + per-seat + tieredFree tier

Pricing found: $0 / seat, $39 / seat, $39, $0.005 / deployment, $0.0007 / min

Agno

subscription + per-seat + tiered

Pricing found: $150/mo, $30/mo, $95/mo

Features

Only in LangChain (6)

LangSmith Agent Engineering PlatformUnderstand exactly what your agent is doingUse real-world usage for iterative improvementShip and scale agents in productionAgents for the whole companyBuild with our open source frameworks

Only in Agno (2)

Fastest agent instantiationLowest memory footprint
Developer Ecosystem
232
GitHub Repos
59
17,647
GitHub Followers
1,662
20
npm Packages
20
25
HuggingFace Models
—
—
SO Reputation
—
Pain Points
Top complaints from reviews and social mentions

LangChain

cost tracking (2)API costs (1)token usage (1)large language model (1)llm (1)ai agent (1)openai (1)gpt (1)token cost (1)openai bill (1)

Agno

spending too much (1)
Product Screenshots

LangChain

LangChain screenshot 1LangChain screenshot 2

Agno

Agno screenshot 1
Company Intel
information technology & services
Industry
information technology & services
98
Employees
26
$260.0M
Funding
$5.4M
Series B
Stage
Venture (Round not Specified)
Supported Languages & Categories

LangChain

AI/MLDevOpsSecurityAnalyticsDeveloper Tools

Agno

DevOpsSecurityDeveloper Tools
View LangChain Profile View Agno Profile