# Luigi: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 8 judge labels across 2 categories by 6 of 12 models. Page: https://it-ai-index.com/vendors/luigi/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Workflow orchestration | 0% | 85 | 57% | 7 |
| ETL and ELT | 0% | 59 | 100% | 1 |

## And against it

- "its ecosystem has largely stagnated. It has been heavily bypassed by more active and feature-rich modern orchestrators" (Gemini 3.5 Flash, ETL)
- "Luigi lacks a dynamic UI, has limited scheduling features... Transitioning to a modern tool is highly recommended." (Gemini 3.5 Flash, Orchestration)
- "Effectively inactive—no meaningful development since ~2023... you'll struggle with production." (Grok 4.1 Fast, Orchestration)
- "Effectively abandoned — Spotify itself migrated to Flyte" (Kimi K2, Orchestration)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.