Comparison

Agno vs LangChain

On the evidence we track, LangChain leads this comparison with a composite score of 79/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Agno full profile →LangChain full profile →

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Agno58

★LangChain79

Attribute comparison across 2 tools
Attribute	Agno	LangChainLeader
vioscaleAI score	58 / 100low · 24%	79 / 100medium · 69%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	freemium
Price levelpricing.price_level	high	mid
Starting pricepricing.starting_price	$150	$39
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	17	1,000
Security
Disclosure policysecurity.disclosure_policy	✓	✓
Gdprsecurity.gdpr	✓	✓
Hipaasecurity.hipaa	-	✓
Iso27001security.iso27001	-	✓
Scorecardsecurity.scorecard	-	5.8
Soc2security.soc2	-	✓
Trust centersecurity.trust_center	-	https://www.langchain.com/blog/building-governed-agents-a-framework-for-cost-control-and-compliance
Vulnerabilitiessecurity.vulnerabilities	-	Count: 21 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=langchain&per_page=100 · Last 12m: 2 · Max severity: CRITICAL
Reliability
Sla pctreliability.sla_pct	-	99.5
Status pagereliability.status_page	-	✓
Adoption
Dependent reposadoption.dependent_repos	-	18,663
Github starsadoption.github_stars	-	147,461
Package downloads weeklyadoption.package_downloads_weekly	-	3,725,877
Activity
Commits last 30dactivity.commits_last_30d	-	100
Release
Historyrelease.history	-	20 items
License
Spdxlicense.spdx	-	MIT
Language
Primarylanguage.primary	-	Python
Market
Availabilitymarket.availability	Available worldwide · Popular in US	Available worldwide
Content
Faqcontent.faq	7 items	8 items

Score

vioscaleAI score

Agno58 / 100low · 24%

LangChain79 / 100medium · 69%

Pricing

Free tier

Agno✓

LangChain✓

Model

Agnofreemium

LangChainfreemium

Price level

Agnohigh

LangChainmid

Starting price

Agno$150

LangChain$39

Transparent

Agno✓

LangChain✓

Integrations

Count

Agno17

LangChain1,000

Security

Disclosure policy

Agno✓

LangChain✓

Gdpr

Agno✓

LangChain✓

Hipaa

Agno–

LangChain✓

Iso27001

Agno–

LangChain✓

Scorecard

Agno–

LangChain5.8

Soc2

Agno–

LangChain✓

Trust center

Agno–

LangChainhttps://www.langchain.com/blog/building-governed-agents-a-framework-for-cost-control-and-compliance

Vulnerabilities

Agno–

LangChainCount: 21 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=langchain&per_page=100 · Last 12m: 2 · Max severity: CRITICAL

Reliability

Sla pct

Agno–

LangChain99.5

Status page

Agno–

LangChain✓

Adoption

Dependent repos

Agno–

LangChain18,663

Github stars

Agno–

LangChain147,461

Package downloads weekly

Agno–

LangChain3,725,877

Activity

Commits last 30d

Agno–

LangChain100

Release

History

Agno–

LangChain20 items

License

Spdx

Agno–

LangChainMIT

Language

Primary

Agno–

LangChainPython

Market

Availability

AgnoAvailable worldwide · Popular in US

LangChainAvailable worldwide

Content

Faq

Agno7 items

LangChain8 items

Capabilities

Feature-by-feature on the axes that matter for ai agent frameworks. “-” means undocumented, not absent.

Capability comparison for AI Agent Frameworks
Capability	Agno	LangChain
Capabilities
Orchestration model	Multi agent hierarchical	Multi agent sequential
Model provider agnostic	✓	✓
Tool function calling	✓	✓
Code execution sandbox	✓	✓
Memory architecture	Persistent	Persistent
Mcp support	✓	✓
A2a support	✓	✓
Human in the loop	✓	✓
Streaming output	✓	✓
Structured output	✓	-
Multi language SDK	✓	✓
Deployment model	Library self hosted	Managed platform
Open source	✓	✓
Pricing model	Open source self host	Usage based saas

Capabilities

Orchestration model

AgnoMulti agent hierarchical

LangChainMulti agent sequential

Model provider agnostic

Agno✓

LangChain✓

Tool function calling

Agno✓

LangChain✓

Code execution sandbox

Agno✓

LangChain✓

Memory architecture

AgnoPersistent

LangChainPersistent

Mcp support

Agno✓

LangChain✓

A2a support

Agno✓

LangChain✓

Human in the loop

Agno✓

LangChain✓

Streaming output

Agno✓

LangChain✓

Structured output

Agno✓

LangChain-

Multi language SDK

Agno✓

LangChain✓

Deployment model

AgnoLibrary self hosted

LangChainManaged platform

Open source

Agno✓

LangChain✓

Pricing model

AgnoOpen source self host

LangChainUsage based saas

What each one is

The product in its own terms, so the numbers below have context.

Agno

An open-source platform that provides a framework (SDK) and runtime (AgentOS) for creating, deploying, and managing AI agents, teams, and workflows. It includes 100+ pre-built toolkits, multi-provider LLM support, and a web-based control plane for monitoring and governance.

Independently observed

LangChain

Leader

A unified developer platform consisting of open-source frameworks and commercial tools for building, testing, monitoring, and deploying AI agents and LLM-powered applications.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Agno

from $150/moHybridFree tier

Free open source, $150/mo Pro plan, custom Enterprise pricing. No hidden fees.

FreeFree
- Build multi-agent systems
- Run agent systems using AgentOS
- Local AgentOS Control Plane
- Chat with agents, teams and workflows
- Session monitoring & metrics
- +5 more
Pro$150/mo with 4 seats, 1 live connection
- Everything in Free
- Live AgentOS Control Plane
- 1 live connection included
- 4 total seats included
- Unlimited usage, monitoring, retention
- +2 more
EnterpriseContact sales
- Everything in Pro
- Dedicated Slack channel
- Dedicated technical lead
- Support SLA
- Custom SSO and RBAC
- +2 more

as of 2026-08-21verify ↗

LangChain

Leader

from $39/seat/moHybridFree tier

Free Developer plan. Plus plan from $39/user/mo with unlimited seats. Enterprise custom pricing billed annually.

DeveloperFree
- 1 free seat
- 5000 base traces per month
- Full LangSmith access
Plus$39/seat/month, unlimited seats, 10k traces/month included
- Unlimited seats
- 10000 base traces per month
- 1 free small serverless deployment
- Team collaboration
- LangSmith Deployment service access
EnterpriseContact sales
- Advanced administration options
- Enhanced security controls
- Priority support
- Custom deployment options

as of 2026-10-05verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Agno	LangChain
WebPlatforms	✓	✓
CLIPlatforms	✓	✗
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓
HybridDeployment	✗	✓

Platforms

Web

Agno✓

LangChain✓

CLI

Agno✓

LangChain✗

Deployment

Cloud / SaaS

Agno✓

LangChain✓

Self-hosted

Agno✓

LangChain✓

Hybrid

Agno✗

LangChain✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (2)

OpenAI
AWS

Agno

36 total - 34 not shared

GitHub
Slack
Postgres
Telegram
WhatsApp
Discord
Google Drive
CopilotKit
MCP
Claude Code
Claude Desktop
Cursor
Codex
ChatGPT
Cloudflare AI Gateway
Railway
Docker
GCP
Azure
Fly
Render
Modal
Helm
PostgreSQL
+10 more

Independently observed

LangChain

Leader

11 total - 9 not shared

Anthropic
Cohere
Google
Azure OpenAI
Azure AI Search
Microsoft Fabric
Azure Kubernetes Service
OpaquePrompts
MCP (Model Context Protocol)

Independently observed

Still deciding?

Agno or LangChain: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.