Agenta vs Swarms

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

Data last refreshed August 2026

Agenta

Agentatech UG

The open-source workspace for your agents

Open Source

81% verification coverage

Swarms

The Swarms Corporation

Multi-Agent Framework & Agent Marketplace

Open Source

80% verification coverage

Trust & Reliability

Agenta

GDPR

SOC 2

Swarms

Uptime:99.82%Status page

GDPR

SOC 2

HIPAA

Overall Winner: Agenta

7.7/10 vs Swarms at 6.2/10

Leads in:

Customization

Integration

Performance

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

AI Comparison Summary

Agenta

7.7

avg score

Swarms

6.2

avg score

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

Swarms has an edge in Support.

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

Agenta

7.7 / 10

Agenta

Best For

Engineering teams building code review or operations agents with full control over their stack

Product teams automating research and reporting workflows with human oversight

Teams running AI agents on their own infrastructure

Organizations requiring robust governance and compliance for AI automation

Swarms

Best For

Teams shipping production-grade autonomous systems

Developers building multi-agent systems in Python or Rust

Organizations looking to monetize AI agents and prompts

Enterprises requiring dedicated infrastructure and compliance

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

Agenta is best for

🤖Automation & Agents4.7📊Data & Analytics4.0

Swarms is best for

🤖Automation & Agents7.4📊Data & Analytics5.0🎧Customer Support5.0

Filter by your use case:

Limitations

Agenta

Cons

Cloud Hobby plan limits team members to two and trace data retention to one week

Swarms

Cons

AgentHQ is currently in pre-beta with a waitlist for early access

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

Agenta

7.7

/ 10

Clear winner

Swarms

6.2

/ 10

Dimension Breakdown

Ease of Use

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

Agenta

4.0▲ +3.0

Swarms

1.0

Customization

Calculated

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

Agenta

10.0▲ +2.0

Swarms

8.0

Support

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

Agenta

8.0

Swarms

10.0▲ +2.0

Integration

Calculated

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

Agenta

9.0▲ +1.0

Swarms

8.0

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

Agenta

7.0▲ +2.0

Swarms

5.0

Performance

Calculated

Latency + throughput speed

Agenta

8.0▲ +3.0

Swarms

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Agenta

—

Swarms

—

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

Agenta

Task

Swarms

6.0

Role Definition

8.0

4.0

Task Decomposition

8.0

3.0

Agent Coordination

9.0

2.0

Inter Agent Communication

8.0

Workflow Orchestration

9.0

8.0

Tool Use Delegation

7.0

6.0

State Management

7.0

4.0

Error Recovery

7.0

9.0

Observability

7.0

3.0

Scalability Throughput

8.0

4.0

Task Delegation

8.0

3.0

Parallel Execution

9.0

* 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 Agenta and Swarms?

Agenta — "The open-source workspace for your agents". Swarms — "Multi-Agent Framework & Agent Marketplace". The Features section on this page compares them side by side.

Who is Agenta best for compared with Swarms?

Agenta is best for Engineering teams building code review or operations agents with full control over their stack; and for Product teams automating research and reporting workflows with human oversight. Swarms is best for Teams shipping production-grade autonomous systems; and for Developers building multi-agent systems in Python or Rust.

How does the pricing of Agenta compare with Swarms?

Agenta is open source, includes a free plan, paid plans start at $29/month. Swarms is open source, includes a free plan, paid plans start at $19.99/month. Always verify current pricing with the vendor.

Does Agenta or Swarms have a free plan?

Agenta is open source. Swarms is open source. Always verify current pricing with the vendor.

Do Agenta and Swarms offer an API?

Agenta offers a public API. Swarms offers a public API.

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