Comparison

CAMEL vs LangChain

On the evidence we track, LangChain leads this comparison with a composite score of 81/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

CAMEL full profile →LangChain full profile →

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CAMEL55

★LangChain81

Attribute comparison across 2 tools
Attribute	CAMEL	LangChainLeader
Vioscale score	55 / 100low · 38%	81 / 100medium · 70%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	free	freemium
Price levelpricing.price_level	free	mid
Starting pricepricing.starting_price	-	$39
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	8	1,000
Security
Disclosure policysecurity.disclosure_policy	-	✓
Gdprsecurity.gdpr	-	✓
Hipaasecurity.hipaa	-	✓
Iso27001security.iso27001	-	✓
Scorecardsecurity.scorecard	6.9	5.9
Soc2security.soc2	-	✓
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fcamel-ai%2Fcamel&per_page=100 · Last 12m: 0	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	0	18,663
Github starsadoption.github_stars	17,645	145,063
Package downloads weeklyadoption.package_downloads_weekly	-	2,967,570
Activity
Commits last 30dactivity.commits_last_30d	14	100
Release
Cadence daysrelease.cadence_days	4	-
Historyrelease.history	20 items	20 items
License
Spdxlicense.spdx	Apache-2.0	MIT
Language
Primarylanguage.primary	Python	Python
Market
Availabilitymarket.availability	Available worldwide · HQ SA	Available worldwide · HQ US

Score

Vioscale score

CAMEL55 / 100low · 38%

LangChain81 / 100medium · 70%

Pricing

Free tier

CAMEL✓

LangChain✓

Model

CAMELfree

LangChainfreemium

Price level

CAMELfree

LangChainmid

Starting price

CAMEL–

LangChain$39

Transparent

CAMEL✓

LangChain✓

Integrations

Count

CAMEL8

LangChain1,000

Security

Disclosure policy

CAMEL–

LangChain✓

Gdpr

CAMEL–

LangChain✓

Hipaa

CAMEL–

LangChain✓

Iso27001

CAMEL–

LangChain✓

Scorecard

CAMEL6.9

LangChain5.9

Soc2

CAMEL–

LangChain✓

Vulnerabilities

CAMELCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fcamel-ai%2Fcamel&per_page=100 · Last 12m: 0

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

CAMEL–

LangChain99.5

Status page

CAMEL–

LangChain✓

Adoption

Dependent repos

CAMEL0

LangChain18,663

Github stars

CAMEL17,645

LangChain145,063

Package downloads weekly

CAMEL–

LangChain2,967,570

Activity

Commits last 30d

CAMEL14

LangChain100

Release

Cadence days

CAMEL4

LangChain–

History

CAMEL20 items

LangChain20 items

License

Spdx

CAMELApache-2.0

LangChainMIT

Language

Primary

CAMELPython

LangChainPython

Market

Availability

CAMELAvailable worldwide · HQ SA

LangChainAvailable worldwide · HQ US

Capabilities

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

Capability comparison for AI Agent Frameworks
Capability	CAMEL	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	free_open_source	Usage based saas

Capabilities

Orchestration model

CAMELMulti agent hierarchical

LangChainMulti agent sequential

Model provider agnostic

CAMEL✓

LangChain✓

Tool function calling

CAMEL✓

LangChain✓

Code execution sandbox

CAMEL-

LangChain✓

Memory architecture

CAMELPersistent

LangChainPersistent

Mcp support

CAMEL✓

LangChain✓

A2a support

CAMEL-

LangChain✓

Human in the loop

CAMEL✓

LangChain✓

Streaming output

CAMEL-

LangChain✓

Structured output

CAMEL-

LangChain-

Multi language SDK

CAMEL✓

LangChain✓

Deployment model

CAMELLibrary self hosted

LangChainManaged platform

Open source

CAMEL✓

LangChain✓

Pricing model

CAMELfree_open_source

LangChainUsage based saas

What each one is

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

CAMEL

A community-driven research platform for developing multi-agent systems using large language models, with a focus on understanding how these systems scale, behave, and can be applied to real-world automation tasks.

Independently observed

LangChain

Leader

LangSmith provides observability through tracing to debug agent behavior, evaluation capabilities to test and score agents with human review and automated assessments, and deployment services to run agents at scale.

Independently observed

Pricing

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

CAMEL

FreeFree tier

as of 2026-08-24verify ↗

LangChain

Leader

from $39/seat/moSubscriptionFree tier

Free Developer plan (5k traces). Plus plan $39/seat/month. Enterprise custom. Usage-based pricing for compute (LCU=$1.50) and storage (LSU=$1.00).

DeveloperFree
- 1 free seat
- 5k base traces/month
- Tracing and analytics
- Access to LangSmith platform
Plus$39/seat/month + usage (LCU/LSU), 10k traces included, 1 free small deployment
- Unlimited seats
- 10k base traces/month
- 1 free small serverless deployment
- Full tracing and analytics
- Evaluation tools
EnterpriseContact sales
- Advanced administration
- Dedicated support
- Custom deployments
- White-glove onboarding
- Proactive monitoring
- +1 more

as of 2026-08-21verify ↗

Platform & deployment

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

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

Platforms

Web

CAMEL✓

LangChain✓

Deployment

Cloud / SaaS

CAMEL✗

LangChain✓

Self-hosted

CAMEL✓

LangChain✓

Hybrid

CAMEL✗

LangChain✓

Integrations

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

CAMEL

10 total

Google Scholar
arXiv
Slack
Cloudflare
Claude
GPT-3.5 Turbo
JIRA
PowerPoint
HumanLayer
MCP servers

Independently observed

LangChain

Leader

9 total

OpenAI
Anthropic
Cohere
Google
Azure OpenAI
Azure AI Search
Microsoft Fabric
Azure Kubernetes Service
OpaquePrompts

Independently observed

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