Can I use Alibaba AgentScope and LlamaIndex together?

Yes, many teams use both tools together for different purposes. Use the Stack Builder section above to combine Alibaba AgentScope and LlamaIndex with other tools and save your AI toolkit.

Does Alibaba AgentScope or LlamaIndex have a free plan?

Alibaba AgentScope is a paid tool. LlamaIndex is a paid tool. Always verify current pricing directly with the vendor.

Alibaba AgentScope vs LlamaIndex

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

Updated June 2026

Alibaba AgentScope

Alibaba

Where Agents Come Alive to Build and Orchestrate Intelligent Systems

0.0(0)

OPEN_SOURCE

84% data quality

LlamaIndex

LlamaIndex Inc.

Core building blocks for AI agents and document automation

0.0(0)

OPEN_SOURCE

91% data quality

Trust & Reliability

Alibaba AgentScope

Customers (per vendor):Alibaba Cloud, Fliggy, Fun +2

LlamaIndex

Users:100K-1M

Customers (per vendor):Jeppesen (a Boeing Company), Carlyle, Salesforce +1

GDPR

Overall Winner: LlamaIndex

7.5/10 vs Alibaba AgentScope at 5.8/10

Leads in:

Output Quality

Support

Integrations

AI Comparison Summary

Alibaba AgentScope

5.8

avg score

LlamaIndex

7.5

avg score

LlamaIndex leads overall — particularly in Ease of Use and Support & Ecosystem and 1 more.

Alibaba AgentScope has an edge in Value for Money.

Based on 6 dimensions

How scores are calculated

Overall Winner

LlamaIndex

7.5 / 10

Alibaba AgentScope

Best For

Building complex multi-agent systems for developers

Orchestrating autonomous AI workflows for engineers

Developing intelligent assistants with persistent memory

Researching and evaluating agentic AI models

Not Ideal For

Non-technical users seeking a no-code agent builder

Users needing simple, single-task automation without complex orchestration

Individuals without programming experience in Python or Java

LlamaIndex

Best For

Building LLM-powered agents for custom data sources

Automating complex document processing and extraction

Developing Retrieval-Augmented Generation (RAG) applications

Orchestrating multi-step AI workflows for enterprise automation

Not Ideal For

Non-technical users seeking a no-code agent builder

Simple, single-step automation tasks without complex data interaction

Users who prefer a fully managed, proprietary AI agent solution without customization

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

Alibaba AgentScope is best for

🤖Automation & Agents6.7

LlamaIndex is best for

🤖Automation & Agents6.7

Filter by your use case:

Pros & Cons

Alibaba AgentScope

Pros

Open-source and extensible framework
Supports both Python and Java development
Advanced memory management capabilities with ReMe
Includes tools for deployment, evaluation, and visual debugging
Facilitates complex multi-agent collaboration and orchestration
Model-agnostic, allowing integration with various LLMs
Provides sandboxed execution for enhanced security

Cons

Requires strong programming skills in Python or Java
No low-code or no-code interface for non-technical users
Steep learning curve for beginners in agent development
Lack of explicit cloud-hosted SaaS offering for simplified deployment
Community support might be primarily in Chinese for some aspects

LlamaIndex

Pros

Provides a comprehensive framework for building sophisticated AI agents
Offers best-in-class document parsing and extraction capabilities with LlamaParse
Highly configurable and scalable for enterprise-grade performance
Supports a wide array of LLMs, embeddings, and vector stores via connectors
Features an event-driven, async-first workflow engine for flexible orchestration
Backed by a large and active open-source developer community

Cons

Requires coding knowledge (Python/Typescript) for full utilization
LlamaParse, the commercial document processing platform, is not open source
Steep learning curve for beginners due to extensive customization options
Building complex agentic workflows may require significant development effort

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

Output Quality5

Value for Money5

Customizability5

Support & Ecosystem5

Integration Power5

Dimension Comparison

Alibaba AgentScope

5.8

/ 10

LlamaIndex

7.5

/ 10

Clear winner

Dimension Breakdown

Ease of Use

How easy it is to get started and use daily

Alibaba AgentScope

4.0

LlamaIndex

6.0▲ +2.0

Output Quality

Quality and accuracy of generated results

Alibaba AgentScope

7.0

LlamaIndex

8.0▲ +1.0

Value for Money

Cost vs. features and output quality

Alibaba AgentScope

9.0▲ +2.0

LlamaIndex

7.0

Customizability

Calculated

Ability to tailor to specific needs

Alibaba AgentScope

8.0

LlamaIndex

8.0

Support & Ecosystem

Documentation, community, and support quality

Alibaba AgentScope

6.0

LlamaIndex

8.0▲ +2.0

Integration Power

Calculated

Ability to connect with other tools and workflows

Alibaba AgentScope

1.0

LlamaIndex

8.0▲ +7.0

Calculated = derived from verified integration count and API/open-source signals. AI = LLM-assessed from public website content. Methodology

Task Performance

Alibaba AgentScope

Task

LlamaIndex

7.0

Agent Coordination

7.0

Task Delegation

7.0

6.0

Parallel Execution

6.0

7.0

Role Specialization

7.0

5.0

Error Recovery

5.0

8.0

Observability

6.0

7.0

Scalability

8.0

4.0

Human Oversight

6.0

7.0

Communication Protocol

7.0

5.0

Consensus Handling

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

Which is better, Alibaba AgentScope or LlamaIndex?

Both are strong options. Alibaba AgentScope has a rating of 0.0/5 (0 reviews), while LlamaIndex has a rating of 0.0/5 (0 reviews). The best choice depends on your specific use case, budget, and workflow requirements.

Is Alibaba AgentScope cheaper than LlamaIndex?

Alibaba AgentScope starts at free (open_source model). LlamaIndex starts at free (open_source model). Use the Cost Calculator above for a detailed estimate.

What are the main differences between Alibaba AgentScope and LlamaIndex?

Alibaba AgentScope — "Where Agents Come Alive to Build and Orchestrate Intelligent Systems". LlamaIndex — "Core building blocks for AI agents and document automation". Key differences include their pricing models, platform support, integrations, and technical capabilities. See the Feature Comparison table above for a complete side-by-side breakdown.

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