Agency Swarm vs crewAI

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

Data last refreshed August 2026

Agency Swarm

VRSEN

Open-source framework for building reliable multi-agent swarms

Open Source

71% verification coverage

crewAI

CrewAI

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

Freemium

84% verification coverage

Trust & Reliability

Agency Swarm

Users:10K-100K

crewAI

Uptime:99.60%Status page

Users:100K-1M

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

SOC 2

Overall Winner: crewAI

6.7/10 vs Agency Swarm at 4.3/10

Leads in:

Customization

Support

Integration

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

AI Comparison Summary

Agency Swarm

4.3

avg score

crewAI

6.7

avg score

crewAI leads overall — particularly in Ease of Use and Customization and 2 more.

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

crewAI

6.7 / 10

Agency Swarm

Best For

Developers creating autonomous agents and integrating them into existing systems

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

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

Agency Swarm is best for

🤖Automation & Agents6.9💻Coding & Dev4.0

crewAI is best for

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

Filter by your use case:

Limitations

Agency Swarm

Cons

Requires Python 3.12 or newer
Support is community-based via GitHub Issues and Discussions

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

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

Agency Swarm

4.3

/ 10

crewAI

6.7

/ 10

Clear winner

Dimension Breakdown

Ease of Use

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

Agency Swarm

1.0

crewAI

4.0▲ +3.0

Customization

Calculated

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

Agency Swarm

5.0

crewAI

9.0▲ +4.0

Support

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

Agency Swarm

8.0

crewAI

9.0▲ +1.0

Integration

Calculated

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

Agency Swarm

3.0

crewAI

5.0▲ +2.0

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

Agency Swarm

1.0

crewAI

5.0▲ +4.0

Performance

Calculated

Latency + throughput speed

Agency Swarm

8.0

crewAI

8.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Agency Swarm

—

crewAI

—

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

Agency Swarm

Task

crewAI

9.0

Role Definition

9.0

7.0

Task Decomposition

3.0

9.0

Agent Coordination

9.0

Inter Agent Communication

3.0

8.0

Workflow Orchestration

8.0

Tool Use Delegation

3.0

8.0

State Management

3.0

6.0

Error Recovery

3.0

7.0

Observability

9.0

6.0

Scalability Throughput

8.0

5.0

Workflow Building

9.0

3.0

Trigger Variety

5.0

* 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 Agency Swarm and crewAI?

Agency Swarm — "Open-source framework for building reliable multi-agent swarms". crewAI — "The Enterprise Agent Build & Runtime for the work your business runs on". The Features section on this page compares them side by side.

Who is Agency Swarm best for compared with crewAI?

Agency Swarm is best for Developers creating autonomous agents and integrating them into existing systems. crewAI is best for Enterprise platform teams needing central governance for AI agents; and for Business teams automating long-horizon work with collaborative AI.

How does the pricing of Agency Swarm compare with crewAI?

Agency Swarm is open source, includes a free plan, paid plans start at $20/month. crewAI is freemium, includes a free plan. Always verify current pricing with the vendor.

Does Agency Swarm or crewAI have a free plan?

Agency Swarm is open source. crewAI has a free plan. Always verify current pricing with the vendor.

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