Comparison

CAMEL vs CrewAI

On the evidence we track, CrewAI leads this comparison with a composite score of 65/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

CAMEL full profile →CrewAI full profile →

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.

CAMEL56

★CrewAI65

Attribute comparison across 2 tools
Attribute	CAMEL	CrewAILeader
vioscaleAI score	56 / 100medium · 50%	65 / 100medium · 67%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	open_source	freemium
Price levelpricing.price_level	free	low
Transparentpricing.transparent	✓	✓
Integrations
Countintegrations.count	2	18
Security
Certificationssecurity.certifications	-	FedRamp High, SAM Certified
Disclosure policysecurity.disclosure_policy	-	✓
Fedrampsecurity.fedramp	-	✓
Hipaasecurity.hipaa	-	✓
Scorecardsecurity.scorecard	6.8	-
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: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=crewai-clean&per_page=100 · Last 12m: 0
Reliability
Status pagereliability.status_page	-	✓
Adoption
Dependent reposadoption.dependent_repos	0	0
Github starsadoption.github_stars	17,891	59,661
Package downloads weeklyadoption.package_downloads_weekly	-	4,500,329
Activity
Commits last 30dactivity.commits_last_30d	14	100
Release
Cadence daysrelease.cadence_days	4	1
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
Content
Faqcontent.faq	7 items	7 items

Score

vioscaleAI score

CAMEL56 / 100medium · 50%

CrewAI65 / 100medium · 67%

Pricing

Free tier

CAMEL✓

CrewAI✓

Model

CAMELopen_source

CrewAIfreemium

Price level

CAMELfree

CrewAIlow

Transparent

CAMEL✓

CrewAI✓

Integrations

Count

CAMEL2

CrewAI18

Security

Certifications

CAMEL–

CrewAIFedRamp High, SAM Certified

Disclosure policy

CAMEL–

CrewAI✓

Fedramp

CAMEL–

CrewAI✓

Hipaa

CAMEL–

CrewAI✓

Scorecard

CAMEL6.8

CrewAI–

Soc2

CAMEL–

CrewAI✓

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

CrewAICount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=crewai-clean&per_page=100 · Last 12m: 0

Reliability

Status page

CAMEL–

CrewAI✓

Adoption

Dependent repos

CAMEL0

CrewAI0

Github stars

CAMEL17,891

CrewAI59,661

Package downloads weekly

CAMEL–

CrewAI4,500,329

Activity

Commits last 30d

CAMEL14

CrewAI100

Release

Cadence days

CAMEL4

CrewAI1

History

CAMEL20 items

CrewAI20 items

License

Spdx

CAMELApache-2.0

CrewAIMIT

Language

Primary

CAMELPython

CrewAIPython

Market

Availability

CAMELAvailable worldwide · HQ SA

CrewAIAvailable worldwide

Content

Faq

CAMEL7 items

CrewAI7 items

Capabilities

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

Capability comparison for Multi Agent Orchestration
Capability	CAMEL	CrewAI
Capabilities
Architecture paradigm	Conversational hierarchy	Graph based cycles
Native memory and state persistence layer	✓	✓
Dynamic agent generation and spawning at runtime	✓	✓
Synchronous and asynchronous execution modes	✓	✓
Tool calling and function schema validation	✓	✓
Streaming output and intermediate step yielding	-	✓
Fault tolerance and LLM retry mechanisms	✓	✓
Managed cloud runtime infrastructure offered	✗	✓
Native observability and trace logging	✓	✓
SOC2 type ii	-	-
Mit or apache permissive oss license	✓	-
Pricing model	Free open source	Commercial enterprise platform

Capabilities

Architecture paradigm

CAMELConversational hierarchy

CrewAIGraph based cycles

Native memory and state persistence layer

CAMEL✓

CrewAI✓

Dynamic agent generation and spawning at runtime

CAMEL✓

CrewAI✓

Synchronous and asynchronous execution modes

CAMEL✓

CrewAI✓

Tool calling and function schema validation

CAMEL✓

CrewAI✓

Streaming output and intermediate step yielding

CAMEL-

CrewAI✓

Fault tolerance and LLM retry mechanisms

CAMEL✓

CrewAI✓

Managed cloud runtime infrastructure offered

CAMEL✗

CrewAI✓

Native observability and trace logging

CAMEL✓

CrewAI✓

SOC2 type ii

CAMEL-

CrewAI-

Mit or apache permissive oss license

CAMEL✓

CrewAI-

Pricing model

CAMELFree open source

CrewAICommercial enterprise platform

What each one is

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

CAMEL

A multi-agent framework designed to explore and implement the principles that govern how agent systems scale, enabling the simulation and coordination of numerous specialized agents for diverse applications—from knowledge access and synthetic data generation to real-world task automation.

Independently observed

CrewAI

Leader

CrewAI is a multi-agent automation framework that provides teams with tools to build complex agent workflows through a visual editor or code. It includes a unified control plane for managing production deployments with real-time tracing, governance policies, multi-LLM support, and deployment options for cloud or on-premises infrastructure.

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

Open sourceFree tier

as of 2026-09-13verify ↗

CrewAI

Leader

HybridFree tier

Free tier with 50 monthly executions; Enterprise plan with custom pricing

BasicFree
- Visual editor and AI copilot
- GitHub integration
- Standard tools and triggers
- CrewAI cloud deployment
- Usage dashboard
- +1 more
EnterpriseContact sales
- Everything in Free, plus:
- SSO (MS Entra, Okta)
- Role-based access control
- PII redaction and policy enforcement
- Workload identity
- +18 more

as of 2026-10-13verify ↗

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	CrewAI
WebPlatforms	✓	✓
CLIPlatforms	✗	✓
Cloud / SaaSDeployment	✗	✓
Self-hostedDeployment	✓	✓
On-premiseDeployment	✗	✓

Platforms

Web

CAMEL✓

CrewAI✓

CLI

CAMEL✗

CrewAI✓

Deployment

Cloud / SaaS

CAMEL✗

CrewAI✓

Self-hosted

CAMEL✓

CrewAI✓

On-premise

CAMEL✗

CrewAI✓

Integrations

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

In common (2)

Slack
Claude

CAMEL

10 total - 8 not shared

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

Independently observed

CrewAI

Leader

28 total - 26 not shared

NVIDIA NIM
GitHub
Microsoft Teams
Arize
Galileo
DataDog
Patronus
IBM Db2
OpenTelemetry
LiteLLM
Anthropic
E2B
Daytona
AWS Bedrock
Ollama
OpenAI
Model Context Protocol
SerperDev
Gemini
DashScope
CopilotKit
Google Gemini
OpenRouter
Oracle
+2 more

Independently observed

Still deciding?

CAMEL or CrewAI: 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.