vioscaleAI
Comparison

LlamaIndex vs MetaGPT

On the evidence we track, LlamaIndex leads this comparison with a composite score of 65/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

LlamaIndex full profile →MetaGPT full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★LlamaIndex65
MetaGPT54
Score
vioscaleAI score
LlamaIndex65 / 100medium · 69%
MetaGPT54 / 100low · 26%
Pricing
Free tier
LlamaIndex✓
MetaGPT✓
Model
LlamaIndexfreemium
MetaGPTopen_source
Price level
LlamaIndexmid
MetaGPTfree
Starting price
LlamaIndex$50
MetaGPT–
Transparent
LlamaIndex✓
MetaGPT✓
Integrations
Count
LlamaIndex3
MetaGPT2
Security
Certifications
LlamaIndexSOC 2 Type II
MetaGPT–
Disclosure policy
LlamaIndex✓
MetaGPT–
Gdpr
LlamaIndex✓
MetaGPT–
Hipaa
LlamaIndex✓
MetaGPT–
Soc2
LlamaIndex✓
MetaGPT–
Trust center
Vulnerabilities
Reliability
Sla pct
LlamaIndex99.9
MetaGPT–
Status page
LlamaIndex✓
MetaGPT–
Adoption
Dependent repos
LlamaIndex0
MetaGPT0
Github stars
LlamaIndex52,481
MetaGPT70,745
Package downloads weekly
LlamaIndex1,685,400
MetaGPT–
Activity
Commits last 30d
LlamaIndex28
MetaGPT–
Release
Cadence days
LlamaIndex17
MetaGPT8
History
LlamaIndex20 items
MetaGPT20 items
License
Spdx
LlamaIndexMIT
MetaGPTMIT
Language
Primary
LlamaIndexPython
MetaGPTPython
Market
Availability
Content
Faq
LlamaIndex8 items
MetaGPT5 items

Capabilities

Feature-by-feature on the axes that matter for multi agent orchestration. “-” means undocumented, not absent.

Capabilities
Architecture paradigm
LlamaIndex-
MetaGPTConversational hierarchy
Native memory and state persistence layer
LlamaIndex✗
MetaGPT-
Dynamic agent generation and spawning at runtime
LlamaIndex✓
MetaGPT✓
Synchronous and asynchronous execution modes
LlamaIndex✓
MetaGPT-
Tool calling and function schema validation
LlamaIndex✓
MetaGPT✓
Streaming output and intermediate step yielding
LlamaIndex✓
MetaGPT-
Fault tolerance and LLM retry mechanisms
LlamaIndex✓
MetaGPT-
Managed cloud runtime infrastructure offered
LlamaIndex✓
MetaGPT✓
Native observability and trace logging
LlamaIndex✓
MetaGPT-
SOC2 type ii
LlamaIndex✓
MetaGPT-
Mit or apache permissive oss license
LlamaIndex✗
MetaGPT✓
Pricing model
LlamaIndexCommercial enterprise platform
MetaGPTFree open source

What each one is

The product in its own terms, so the numbers below have context.

LlamaIndex

Leader

A platform that uses AI models to parse and extract data from documents across 130+ file formats, supporting complex layouts, multiple languages, and multi-step extraction agents. Optimized for accuracy, cost, and latency at enterprise scale.

Independently observed

MetaGPT

MetaGPT enables you to create teams of AI agents structured like a software company, with distinct roles (product managers, architects, project managers, engineers) that collaborate to convert natural language input into complete software artifacts including requirements, designs, data structures, and documentation.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

LlamaIndex

Leader
from $50/moHybridFree tier

Free (10K credits/month), Starter $50/month (400K credits), Pro $500/month (400K + 800K bonus), Pay-as-you-go up to $5,000/month, Enterprise custom

  • FreeFree
    • Basic support
    • 100 users
    • 130+ file formats
    • 80+ languages supported
  • Starter$50/mo
    • Basic support
    • Multiple parse tiers
    • Auto Mode with up to 80% savings
    • Saved parse configs
    • Advanced table/chart extraction
    • +1 more
  • Pro$500/mo + $1000 one-time
    • Priority Slack support
    • All parsing and extraction capabilities
    • Extraction agents
    • Webhooks & API callbacks
    • Smart result caching
  • Pay-as-you-go$0.00 per credit
    • Priority Slack support
    • Flexible credit usage up to $5,000/month
  • EnterpriseContact sales
    • Volume discounts on credits
    • 5x higher rate limits
    • Enterprise SSO
    • SaaS or Hybrid cloud deployment
    • Dedicated account manager
    • +1 more
as of verify ↗

MetaGPT

Open sourceFree tier
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
LlamaIndex✓
MetaGPT✗
CLI
LlamaIndex✓
MetaGPT✓
Deployment
Cloud / SaaS
LlamaIndex✓
MetaGPT✗
Self-hosted
LlamaIndex✗
MetaGPT✓
Hybrid
LlamaIndex✓
MetaGPT✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

LlamaIndex

Leader
3 total
  • AWS
  • Microsoft Azure
  • GitHub
Independently observed

MetaGPT

2 total
  • Browser Use CLI
  • OpenAI
Independently observed
Still deciding?

LlamaIndex or MetaGPT: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.