# IBM Tivoli: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/ibm-tivoli

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AIOps platforms](https://www.gane.ai/index/it/operations/aiops-platforms/index.md) | 0% | 103 | 100% | 1 |

## And against it

- "Do not buy legacy enterprise tools like IBM Tivoli or HP OpenView; they are over-engineered and too costly" (Qwen 3.7 Flash, AIOps)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named IBM Tivoli, from 8 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- manageengine.com: 3
- dotcom-monitor.com: 2
- forrester.com: 2
- gane.ai/index: 2
- infomineo.com: 2
- ir.com: 2
- itpro.com: 2
- middleware.io: 2
- netdata.cloud: 2
- ones.com: 2

### Pages cited

- https://infomineo.com/industries/technology-telecommunication/software/best-monitoring-tools-in-2026: 2
- https://itpro.com/business/business-operations/367876/best-network-monitoring-tools: 2
- https://middleware.io/blog/infrastructure-monitoring-tools: 2
- https://netdata.cloud/resources/best-infrastructure-monitoring-tools: 2
- https://sequentur.com/network-monitoring-for-small-business-what-to-watch-and-how: 2
- https://signoz.io/comparisons/infrastructure-monitoring-tools: 2
- https://xitoring.com/blog/best-infrastructure-monitoring-tools: 2
- https://ai-best-practices.com/use-cases/software/support/030602-alert-noise-reduction-event-correlation: 1

## In its own words

What IBM Tivoli's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Speed copy processes, maximize tape resources and expand multitasking capabilities (https://www.ibm.com/products/tivoli-tape-optimizer-for-zos)
- For: application data on z/OS systems (https://www.ibm.com/products/tivoli-advanced-backup-and-recovery)

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.