---
title: "openinference vs llm-action"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/arize-ai-openinference-vs-liguodongiot-llm-action"
tools: ["arize-ai-openinference", "liguodongiot-llm-action"]
---

# openinference vs llm-action

Neutral, constraint-first comparison with live GitHub stats.

| | [openinference](/tools/arize-ai-openinference.md) | [llm-action](/tools/liguodongiot-llm-action.md) |
| --- | --- | --- |
| Tagline | OpenTelemetry Instrumentation for AI Observability | 分享大模型技术原理与实战经验，涵盖工程化和应用落地 |
| Stars | 1,075 | 24,670 |
| Forks | 266 | 2,818 |
| Open issues | 209 | 18 |
| Language | Python | HTML |
| License | Apache-2.0 | Apache-2.0 |
| Categories | Evaluation & Observability | Model Training, Inference & Serving, LLM Frameworks, Developer Tools, Evaluation & Observability |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=arize-ai-openinference`](/api/graphcanon/graph?tool=arize-ai-openinference)
- 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/_