Comparison

AutoGen vs LlamaIndex

On the evidence we track, LlamaIndex leads this comparison with a composite score of 66/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

AutoGen full profile →LlamaIndex full profile →

Machine formatsJSON Markdown GraphQLor send Accept: application/json

AutoGen59

★LlamaIndex66

Attribute comparison across 2 tools
Attribute	AutoGen	LlamaIndexLeader
Vioscale score	59 / 100medium · 51%updating	66 / 100high · 75%updating
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	open_source	freemium
Price levelpricing.price_level	free	mid
Starting pricepricing.starting_price	-	$50
Transparentpricing.transparent	-	✓
Integrations
Countintegrations.count	7	3
Security
Disclosure policysecurity.disclosure_policy	-	✓
Gdprsecurity.gdpr	-	✓
Hipaasecurity.hipaa	-	✓
Scorecardsecurity.scorecard	5.6	-
Soc2security.soc2	-	✓
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=autogen-gemini&per_page=100 · Last 12m: 0	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=nixpkgs&package_name=python312Packages.llama-index-llms-openai&per_page=100 · Last 12m: 0
Reliability
Sla pctreliability.sla_pct	-	99.9
Status pagereliability.status_page	✓	✓
Adoption
Dependent reposadoption.dependent_repos	0	0
Github starsadoption.github_stars	60,640	51,883
Package downloads weeklyadoption.package_downloads_weekly	130,424	1,685,400
Activity
Commits last 30dactivity.commits_last_30d	-	32
Release
Cadence daysrelease.cadence_days	8	12
Historyrelease.history	20 items	20 items
License
Spdxlicense.spdx	CC-BY-4.0	MIT
Language
Primarylanguage.primary	Python	Python
Market
Availabilitymarket.availability	-	Available worldwide · Popular in US, EU · HQ US

Score

Vioscale score

AutoGen59 / 100medium · 51%updating

LlamaIndex66 / 100high · 75%updating

Pricing

Free tier

AutoGen✓

LlamaIndex✓

Model

AutoGenopen_source

LlamaIndexfreemium

Price level

AutoGenfree

LlamaIndexmid

Starting price

AutoGen–

LlamaIndex$50

Transparent

AutoGen–

LlamaIndex✓

Integrations

Count

AutoGen7

LlamaIndex3

Security

Disclosure policy

AutoGen–

LlamaIndex✓

Gdpr

AutoGen–

LlamaIndex✓

Hipaa

AutoGen–

LlamaIndex✓

Scorecard

AutoGen5.6

LlamaIndex–

Soc2

AutoGen–

LlamaIndex✓

Vulnerabilities

AutoGenCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=autogen-gemini&per_page=100 · Last 12m: 0

LlamaIndexCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=nixpkgs&package_name=python312Packages.llama-index-llms-openai&per_page=100 · Last 12m: 0

Reliability

Sla pct

AutoGen–

LlamaIndex99.9

Status page

AutoGen✓

LlamaIndex✓

Adoption

Dependent repos

AutoGen0

LlamaIndex0

Github stars

AutoGen60,640

LlamaIndex51,883

Package downloads weekly

AutoGen130,424

LlamaIndex1,685,400

Activity

Commits last 30d

AutoGen–

LlamaIndex32

Release

Cadence days

AutoGen8

LlamaIndex12

History

AutoGen20 items

LlamaIndex20 items

License

Spdx

AutoGenCC-BY-4.0

LlamaIndexMIT

Language

Primary

AutoGenPython

LlamaIndexPython

Market

Availability

AutoGen–

LlamaIndexAvailable worldwide · Popular in US, EU · HQ US

Capabilities

Feature-by-feature on the axes that matter for mlops & llmops tools. “-” means undocumented, not absent.

Capability comparison for MLOps & LLMOps Tools
Capability	AutoGen	LlamaIndex
Core
Tool role	Agent / RAG framework	Agent / RAG framework
Deployment
Self-hostable / OSS core	✓	✓
Managed cloud available	✗	✓
On-prem / VPC deployment	✓	✓
Observability
LLM tracing / observability	✓	✗
Evaluation (offline / LLM-judge / human)	✗	✗
Dev
Prompt management + versioning	✗	✗
Tracking
Experiment tracking / model registry	✗	✗
Serving
Model serving / inference endpoint	✗	✓
Interop
OpenTelemetry / OpenLLMetry compatible	✓	✓
Framework-agnostic	✓	✓
Gateway
Multi-provider model support	✓	✓
Data
No-train-on-customer-data guarantee	Yes	Unknown

Core

Tool role

AutoGenAgent / RAG framework

LlamaIndexAgent / RAG framework

Deployment

Self-hostable / OSS core

AutoGen✓

LlamaIndex✓

Managed cloud available

AutoGen✗

LlamaIndex✓

On-prem / VPC deployment

AutoGen✓

LlamaIndex✓

Observability

LLM tracing / observability

AutoGen✓

LlamaIndex✗

Evaluation (offline / LLM-judge / human)

AutoGen✗

LlamaIndex✗

Dev

Prompt management + versioning

AutoGen✗

LlamaIndex✗

Tracking

Experiment tracking / model registry

AutoGen✗

LlamaIndex✗

Serving

Model serving / inference endpoint

AutoGen✗

LlamaIndex✓

Interop

OpenTelemetry / OpenLLMetry compatible

AutoGen✓

LlamaIndex✓

Framework-agnostic

AutoGen✓

LlamaIndex✓

Gateway

Multi-provider model support

AutoGen✓

LlamaIndex✓

Data

No-train-on-customer-data guarantee

AutoGenYes

LlamaIndexUnknown

What each one is

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

AutoGen

A programming framework that enables developers to create autonomous agents and multi-agent systems using AI. It supports orchestration, tool use, and integration with various language model providers.

Independently observed

LlamaIndex

Leader

LlamaParse is a cloud-based document parsing platform that uses vision language models and intelligent agents to automatically process complex documents—including PDFs, images, and office files—with support for layout detection, multi-modal content, and 80+ languages. It transforms document ingestion workflows with agentic extraction and indexing capabilities.

Independently observed

Pricing

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

AutoGen

Open source

as of 2026-08-21verify ↗

LlamaIndex

Leader

from $50/moHybridFree tier

Free tier with 10K monthly credits; pay-as-you-go starting at $50/month. Credit pricing: 1,000 credits = $1.25.

FreeFree
- Basic parsing
- Up to 130+ file formats
- File upload only
- Community support
Starter$50/month up to 400K credits
- Multiple parse tiers (Cost Effective, Agentic, Agentic Plus)
- Auto Mode smart tier routing
- Advanced table and chart extraction
- Structured JSON output
- Extraction agents
- +3 more
Pro$500/month up to 4M credits
- All Starter features
- Classification & splitting
- Sheets (spreadsheet data extraction)
- Agents Builder
- External data sources
- +3 more
EnterpriseContact sales
- Volume discount on credits
- 5x higher rate limits
- Enterprise SSO
- SaaS or Hybrid cloud deployment
- Dedicated account manager
- +1 more

as of 2026-08-21verify ↗

Platform & deployment

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

Platform and deployment support comparison
Supports	AutoGen	LlamaIndex
WebPlatforms	-	✓
Cloud / SaaSDeployment	✗	✓
Self-hostedDeployment	✓	✗
HybridDeployment	✗	✓

Platforms

Web

AutoGen–

LlamaIndex✓

Deployment

Cloud / SaaS

AutoGen✗

LlamaIndex✓

Self-hosted

AutoGen✓

LlamaIndex✗

Hybrid

AutoGen✗

LlamaIndex✓

Integrations

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

AutoGen

8 total

OpenAI
Anthropic
Azure AI
Bedrock
Ollama
AzureOpenAI
DuckDuckGo Search
Model Context Protocol (MCP)

Independently observed

LlamaIndex

Leader

3 total

AWS
Microsoft Azure
GitHub

Independently observed

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