LlamaIndex vs Rasa

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

Data last refreshed October 2026

LlamaIndex

LlamaIndex Inc.

AI Agents for Document OCR + Workflows

Freemium

82% verification coverage

Rasa

Rasa Technologies

Build Trustworthy AI Agents for Real-World Use

Freemium

75% verification coverage

Trust & Reliability

LlamaIndex

Uptime:99.99%Status page

Users:100K-1M

Customers (per vendor):Jeppesen (a Boeing Company), NTT Data, Carlyle

GDPR

SOC 2

HIPAA

Rasa

Customers (per vendor):Swisscom, Groupe IMA, SmartRecruiters +7

GDPR

Overall Winner: LlamaIndex

6.8/10 vs Rasa at 6.3/10

Leads in:

Customization

Compliance & Data Protection

Ease of Use

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

AI Comparison Summary

LlamaIndex

6.8

avg score

Rasa

6.3

avg score

LlamaIndex leads overall — particularly in Ease of Use and Compliance & Data Protection.

Rasa has an edge in Performance.

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

LlamaIndex

6.8 / 10

LlamaIndex

Best For

Engineering and R&D teams accelerating product development

Administrative operations streamlining business processes

Financial analysts building AI-powered financial models

Insurance companies automating claims and underwriting

Rasa

Best For

Product teams building customer-facing AI

Developers and teams starting an AI agent project

Enterprises deploying conversational AI at scale

Conversational AI teams needing advanced support

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

LlamaIndex is best for

✍️Writing & Content7.0🤖Automation & Agents6.2🔍Research5.8

Rasa is best for

✍️Writing & Content8.0🤖Automation & Agents7.5💻Coding & Dev7.5

Filter by your use case:

Limitations

LlamaIndex

Cons

LlamaParse is a commercial platform and not open source, though LlamaIndex and Workflows are open source projects.
Bonus credits on the Pro plan expire immediately upon downgrade and require a business email domain.

Rasa

Cons

Free Developer Edition is limited to one bot per company with up to 1000 external or 100 internal conversations/month
IVR Connector to AudioCodes VoiceAI Connect is an additional purchase
Rasa does not host or control customer data, requiring customers to manage their own infrastructure
Rasa is not responsible for representations, warranties, promises, or commitments made by resellers
The software is licensed, not sold, and all rights not expressly granted are reserved by Rasa
Customer is responsible for ensuring compliance with applicable laws and third-party IP rights when using the products

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

LlamaIndex

6.8

/ 10

Your pick

Rasa

6.3

/ 10

Dimension Breakdown

Ease of Use

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

LlamaIndex

3.0▲ +2.0

Rasa

1.0

Customization

Calculated

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

LlamaIndex

10.0▲ +1.0

Rasa

9.0

Support

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

LlamaIndex

10.0

Rasa

10.0

Integration

Calculated

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

LlamaIndex

5.0

Rasa

6.0▲ +1.0

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

LlamaIndex

8.0▲ +4.0

Rasa

4.0

Performance

Calculated

Latency + throughput speed

LlamaIndex

5.0

Rasa

8.0▲ +3.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

LlamaIndex

—

Rasa

—

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

LlamaIndex

Task

Rasa

6.0

Role Definition

8.0

6.0

Task Decomposition

7.0

6.0

Agent Coordination

7.0

5.0

Inter Agent Communication

7.0

8.0

Workflow Orchestration

9.0

7.0

Tool Use Delegation

8.0

7.0

State Management

8.0

6.0

Error Recovery

8.0

7.0

Observability

9.0

7.0

Scalability Throughput

8.0

Workflow Building

8.0

4.0

Trigger Variety

4.0

* 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 LlamaIndex and Rasa?

LlamaIndex — "AI Agents for Document OCR + Workflows". Rasa — "Build Trustworthy AI Agents for Real-World Use". The Features section on this page compares them side by side.

Who is LlamaIndex best for compared with Rasa?

LlamaIndex is best for Engineering and R&D teams accelerating product development; and for Administrative operations streamlining business processes. Rasa is best for Product teams building customer-facing AI; and for Developers and teams starting an AI agent project.

How does the pricing of LlamaIndex compare with Rasa?

LlamaIndex is freemium, includes a free plan, paid plans start at $50/month. Rasa is freemium, includes a free plan. Always verify current pricing with the vendor.

Does LlamaIndex or Rasa have a free plan?

LlamaIndex has a free plan. Rasa has a free plan. Always verify current pricing with the vendor.

Do LlamaIndex and Rasa offer an API?

LlamaIndex offers a public API. Rasa offers a public API.

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