crewAI vs Dify

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Data last refreshed August 2026

crewAI

CrewAI

The Enterprise Agent Build & Runtime for the work your business runs on

Freemium

84% verification coverage

Dify

LangGenius, Inc.

The Platform for Production-Ready Agentic Workflows

Freemium

86% verification coverage

Trust & Reliability

crewAI

Uptime:99.60%Status page

Users:100K-1M

Customers (per vendor):DocuSign, Experian, PepsiCo +7

SOC 2

Dify

Uptime:99.98%Status page

Users:1M-10M

Customers (per vendor):Maersk, ETS, Anker +1

GDPR

SOC 2

Overall Winner: Dify

8.0/10 vs crewAI at 6.2/10

Leads in:

Support

Integration

Ease of Use

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

AI Comparison Summary

crewAI

6.2

avg score

Dify

8.0

avg score

Dify leads overall — particularly in Ease of Use and Integration.

Based on 6 dimensions

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Overall Winner

Dify

8.0 / 10

crewAI

Best For

Enterprise platform teams needing central governance for AI agents

Business teams automating long-horizon work with collaborative AI

Engineers building complex operational agents with robust control

Organizations scaling agentic AI across the organization

Dify

Best For

Independent developers building production AI apps

Small teams building production AI apps

Medium-sized teams needing collaboration and higher throughput

Enterprises requiring advanced security, compliance, and dedicated support

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

crewAI is best for

💻Coding & Dev8.0🤖Automation & Agents6.0🎧Customer Support5.0

Dify is best for

🎨Image & Design8.0🎧Customer Support8.0🤖Automation & Agents6.9

Filter by your use case:

Limitations

crewAI

Cons

Free plan limited to 50 workflow executions per month
Enterprise features like SSO and dedicated support are only available on custom plans
Onboarding and advanced training are available à la carte for enterprise clients

Dify

Cons

App Version Control is listed as 'Coming Soon' for Professional and Team plans.
Pay by Invoice via bank transfer is not yet available, only for annual Team subscriptions.
Some models cannot be used with message credits and require an own API key.
The Sandbox plan has limited message credits, team members, apps, knowledge documents, and data storage.
The Sandbox plan has a 30-day log history limit.
The Community Edition is for non-commercial projects and complies with Dify Open Source License.
The Service Partner program notes that partners need to understand the dynamic nature of the GenAI space and be ready to grow through occasional challenges.

Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5

Customization5

Support5

Integration5

Compliance & Data Protection5

Performance5

Planning Quality5

Dimension Comparison

crewAI

6.2

/ 10

Dify

8.0

/ 10

Clear winner

Dimension Breakdown

Ease of Use

How intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?

crewAI

1.0

Dify

7.0▲ +6.0

Customization

Calculated

How much can users tailor workflows, settings, prompts, or outputs to their needs?

crewAI

9.0

Dify

9.0

Support

How strong is the documentation, customer support, community, and learning resources?

crewAI

9.0

Dify

10.0▲ +1.0

Integration

Calculated

How well does it connect with other tools, APIs, and workflows?

crewAI

5.0

Dify

8.0▲ +3.0

Compliance & Data Protection

Calculated

Compliance certifications and data-protection posture, counted from ten verified signals: SOC 2 Type II, GDPR compliance, HIPAA, WCAG AA/AAA, PII redaction, licensed-only training, a published sub-processor list, a downloadable DPA, not training on user data, and a documented deletion path

crewAI

5.0

Dify

6.0▲ +1.0

Performance

Calculated

Latency + throughput speed

crewAI

8.0

Dify

8.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

crewAI

—

Dify

—

Calculated = derived from structured signals (integration count, API/open-source config, compliance certs, response-time). AI = LLM-assessed from public website content. Methodology

Task Performance

crewAI

Task

Dify

9.0

Role Definition

6.0

3.0

Task Decomposition

6.0

9.0

Agent Coordination

7.0

3.0

Inter Agent Communication

6.0

8.0

Workflow Orchestration

9.0

3.0

Tool Use Delegation

8.0

3.0

State Management

7.0

3.0

Error Recovery

6.0

9.0

Observability

7.0

8.0

Scalability Throughput

7.0

9.0

Workflow Building

9.0

5.0

Trigger Variety

8.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

What are the main differences between crewAI and Dify?

crewAI — "The Enterprise Agent Build & Runtime for the work your business runs on". Dify — "The Platform for Production-Ready Agentic Workflows". The Features section on this page compares them side by side.

Who is crewAI best for compared with Dify?

crewAI is best for Enterprise platform teams needing central governance for AI agents; and for Business teams automating long-horizon work with collaborative AI. Dify is best for Independent developers building production AI apps; and for Small teams building production AI apps.

How does the pricing of crewAI compare with Dify?

crewAI is freemium, includes a free plan. Dify is freemium, includes a free plan, paid plans start at $59/month. Always verify current pricing with the vendor.

Does crewAI or Dify have a free plan?

crewAI has a free plan. Dify has a free plan. Always verify current pricing with the vendor.

Do crewAI and Dify offer an API?

crewAI offers a public API. Dify offers a public API.

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