# IBM Turbonomic: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 12 models. Page: https://it-ai-index.com/vendors/ibm-turbonomic/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cloud cost management | 0% | 76 | 50% | 4 |

## And against it

- "Tools to Avoid on a Limited Budget - CloudHealth, Flexera, Turbonomic" (Kimi K2, FinOps)
- "If you are not operating at that level, they may be more platform than you need." (Perplexity Sonar, FinOps)

## 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.