Agenta vs Langflow

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

Langflow

IBM

Low-code AI builder for agentic and RAG applications

Open Source

79% verification coverage

Trust & Reliability

Agenta

GDPR

SOC 2

Langflow

Users:100K-1M

Customers (per vendor):BetterUp, WinWeb, Athena Intelligence

Overall Winner: Agenta

7.7/10 vs Langflow at 6.7/10

Leads in:

Customization

Performance

Compliance & Data Protection

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

Langflow

6.7

avg score

Agenta leads overall — particularly in Compliance & Data Protection and Performance.

Langflow has an edge in Ease of Use and 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

Langflow

Best For

Developers accelerating AI workflows

AI development teams building agentic applications

Teams prototyping RAG applications

Engineers deploying AI agents and MCP servers

* 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

Langflow is best for

💻Coding & Dev7.5🎨Image & Design7.0🤖Automation & Agents6.3

Filter by your use case:

Limitations

Agenta

Cons

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

Langflow

Cons

Shareable Playground is not available for Langflow Desktop (docs/concepts-overview)
Custom components in publicly shared flows require server-side installation (docs/concepts-playground)

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

Langflow

6.7

/ 10

Dimension Breakdown

Ease of Use

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

Agenta

4.0

Langflow

6.0▲ +2.0

Customization

Calculated

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

Agenta

10.0▲ +1.0

Langflow

9.0

Support

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

Agenta

8.0

Langflow

10.0▲ +2.0

Integration

Calculated

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

Agenta

9.0

Langflow

9.0

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▲ +6.0

Langflow

1.0

Performance

Calculated

Latency + throughput speed

Agenta

8.0▲ +3.0

Langflow

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Agenta

—

Langflow

—

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

Langflow

6.0

Role Definition

7.0

4.0

Task Decomposition

6.0

3.0

Agent Coordination

7.0

2.0

Inter Agent Communication

6.0

8.0

Workflow Orchestration

8.0

Tool Use Delegation

8.0

6.0

State Management

6.0

4.0

Error Recovery

4.0

9.0

Observability

7.0

3.0

Scalability Throughput

6.0

8.0

Workflow Building

9.0

8.0

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 Agenta and Langflow?

Agenta — "The open-source workspace for your agents". Langflow — "Low-code AI builder for agentic and RAG applications". The Features section on this page compares them side by side.

Who is Agenta best for compared with Langflow?

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. Langflow is best for Developers accelerating AI workflows; and for AI development teams building agentic applications.

How does the pricing of Agenta compare with Langflow?

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

Does Agenta or Langflow have a free plan?

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

Do Agenta and Langflow offer an API?

Agenta offers a public API. Langflow offers a public API.

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