Alibaba AgentScope vs Dify

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

Data last refreshed August 2026

Alibaba AgentScope

Alibaba

The open-source stack for developing, hosting & evolving agents

Open Source

71% verification coverage

Dify

LangGenius, Inc.

The Platform for Production-Ready Agentic Workflows

Freemium

86% verification coverage

Trust & Reliability

Alibaba AgentScope

Customers (per vendor):Alibaba Cloud, Alibaba Group, Ant Group +7

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 Alibaba AgentScope at 4.5/10

Leads in:

Support

Customization

Integration

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

AI Comparison Summary

Alibaba AgentScope

4.5

avg score

Dify

8.0

avg score

Dify leads overall — particularly in Ease of Use and Support and 3 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

Dify

8.0 / 10

Alibaba AgentScope

Best For

Developers building custom AI agents and multi-agent systems

Research teams evaluating and fine-tuning LLMs for agentic applications

Enterprises integrating AI agents into Java applications

Teams requiring transparent and human-in-the-loop agent coordination

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

Alibaba AgentScope is best for

🎧Customer Support7.5🤖Automation & Agents7.0📊Data & Analytics5.5

Dify is best for

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

Filter by your use case:

Limitations

Alibaba AgentScope

Cons

The Go framework is still in progress ('On the way')

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.

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

Alibaba AgentScope

4.5

/ 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?

Alibaba AgentScope

2.0

Dify

7.0▲ +5.0

Customization

Calculated

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

Alibaba AgentScope

8.0

Dify

9.0▲ +1.0

Support

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

Alibaba AgentScope

8.0

Dify

10.0▲ +2.0

Integration

Calculated

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

Alibaba AgentScope

3.0

Dify

8.0▲ +5.0

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

Alibaba AgentScope

1.0

Dify

6.0▲ +5.0

Performance

Calculated

Latency + throughput speed

Alibaba AgentScope

5.0

Dify

8.0▲ +3.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Alibaba AgentScope

—

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

Alibaba AgentScope

Task

Dify

7.0

Role Definition

6.0

7.0

Task Decomposition

6.0

8.0

Agent Coordination

7.0

8.0

Inter Agent Communication

6.0

8.0

Workflow Orchestration

9.0

7.0

Tool Use Delegation

8.0

State Management

7.0

Error Recovery

6.0

8.0

Observability

7.0

Scalability Throughput

7.0

8.0

Task Delegation

6.0

7.0

Parallel Execution

7.0

* 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 Alibaba AgentScope and Dify?

Alibaba AgentScope — "The open-source stack for developing, hosting & evolving agents". Dify — "The Platform for Production-Ready Agentic Workflows". The Features section on this page compares them side by side.

Who is Alibaba AgentScope best for compared with Dify?

Alibaba AgentScope is best for Developers building custom AI agents and multi-agent systems; and for Research teams evaluating and fine-tuning LLMs for agentic applications. Dify is best for Independent developers building production AI apps; and for Small teams building production AI apps.

How does the pricing of Alibaba AgentScope compare with Dify?

Alibaba AgentScope is open source, 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 Alibaba AgentScope or Dify have a free plan?

Alibaba AgentScope is open source. Dify has a free plan. Always verify current pricing with the vendor.

Do Alibaba AgentScope and Dify offer an API?

Alibaba AgentScope offers a public API. Dify offers a public API.

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