---
title: "LlamaFactory vs AutoGPT"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/hiyouga-llamafactory-vs-significant-gravitas-autogpt"
tools: ["hiyouga-llamafactory", "significant-gravitas-autogpt"]
---

# LlamaFactory vs AutoGPT

Neutral, constraint-first comparison with live GitHub stats.

| | [LlamaFactory](/tools/hiyouga-llamafactory.md) | [AutoGPT](/tools/significant-gravitas-autogpt.md) |
| --- | --- | --- |
| Tagline | Unified Efficient Fine-Tuning of 100+ LLMs & VLMs | AutoGPT: Build, Deploy, and Run AI Agents |
| Stars | 73,068 | 185,434 |
| Forks | 8,931 | 46,123 |
| Open issues | 1,063 | 470 |
| Language | Python | Python |
| License | Apache-2.0 | Other |
| Categories | LLM Frameworks, Developer Tools | AI Agents, Developer Tools |

## Trust and health

_Sourced signals - not a safety guarantee. No winner column._

| | [LlamaFactory](/tools/hiyouga-llamafactory.md) | [AutoGPT](/tools/significant-gravitas-autogpt.md) |
| --- | --- | --- |
| Maintenance | Very active (96%) | Very active (96%) |
| Days since push | 0d | 0d |
| Archived on GitHub | No | No |
| Stars delta | - | - |
| Open issues delta | - | - |
| Fork status | Not a fork | Not a fork |
| Owner type | User | Organization |
| Security scan | Not scanned | Not scanned |
| Full report | [trust report](/tools/hiyouga-llamafactory/trust.md) | [trust report](/tools/significant-gravitas-autogpt/trust.md) |

## Choose when

### Choose LlamaFactory if…

- Also covers LLM Frameworks.

### Choose AutoGPT if…

- More widely adopted - 185k stars vs 73k.
- More recently updated (last pushed Jul 8, 2026).
- Leaner open-issue backlog (470).
- Also covers AI Agents.

## When NOT to use LlamaFactory

- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.

## When NOT to use AutoGPT

- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.

## Common questions

### What is the difference between LlamaFactory and AutoGPT?

LlamaFactory: Unified Efficient Fine-Tuning of 100+ LLMs & VLMs. AutoGPT: AutoGPT: Build, Deploy, and Run AI Agents. See the comparison table for live GitHub stats and shared categories.

### When should I choose LlamaFactory over AutoGPT?

Choose LlamaFactory over AutoGPT when Also covers LLM Frameworks.

### When should I choose AutoGPT over LlamaFactory?

Choose AutoGPT over LlamaFactory when More widely adopted - 185k stars vs 73k; More recently updated (last pushed Jul 8, 2026); Leaner open-issue backlog (470); Also covers AI Agents.

### When should I avoid LlamaFactory?

LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.

### When should I avoid AutoGPT?

AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.

### Is LlamaFactory or AutoGPT more popular on GitHub?

AutoGPT has more GitHub stars (185,434 vs 73,068). Stars measure visibility, not whether either tool fits your constraints.

### Are LlamaFactory and AutoGPT open source?

Yes - both are open-source projects on GitHub (LlamaFactory: Apache-2.0, AutoGPT: Other).

### Where can I find alternatives to LlamaFactory or AutoGPT?

GraphCanon lists graph-backed alternatives at /tools/hiyouga-llamafactory/alternatives and /tools/significant-gravitas-autogpt/alternatives (/tools/hiyouga-llamafactory/alternatives.md, /tools/significant-gravitas-autogpt/alternatives.md), ranked by typed relationship edges rather than popularity votes.

### Is there a machine-readable version of this comparison?

Yes. The markdown twin at /compare/hiyouga-llamafactory-vs-significant-gravitas-autogpt.md mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

### Which is better maintained, LlamaFactory or AutoGPT?

LlamaFactory: Very active. AutoGPT: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

### Where are the full trust reports for LlamaFactory and AutoGPT?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LlamaFactory: /tools/hiyouga-llamafactory/trust; AutoGPT: /tools/significant-gravitas-autogpt/trust.

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=hiyouga-llamafactory`](/api/graphcanon/graph?tool=hiyouga-llamafactory)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_