# Fiddler: 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/fiddler

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data catalogs and governance](https://www.gane.ai/index/it/it-data/data-catalogs-and-governance/index.md) | 0% | 33 | 0% | 1 |

## What the models said for it

- "Generally Positive (The Standards): Alation, Collibra, Fiddler, and Microsoft Purview" (Qwen 3.7 Flash, Data catalogs)

## 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 | 1 | 0 | 0 | 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 |

## What it publishes

Every page fiddler.ai exposes, read 2026-10-05: 1076 addresses. By kind, pages and the last 90 days:

- blog: 313 pages, 90 in the last 90 days, latest 2026-10-01
- case study: 10 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 42 pages, 6 in the last 90 days, latest 2026-10-01
- conference or event: 10 pages, 4 in the last 90 days, latest 2026-10-01
- report or ebook: 12 pages, 0 in the last 90 days, latest undated
- comparison: 14 pages, 6 in the last 90 days, latest 2026-10-01
- template or tool: 2 pages, 0 in the last 90 days, latest 2026-05-12
- glossary or explainer: 23 pages, 5 in the last 90 days, latest 2026-10-01
- podcast or video: 40 pages, 31 in the last 90 days, latest 2026-10-01
- news or press: 3 pages, 0 in the last 90 days, latest undated
- Recent: 2026-10-01 blog: 3 benefits of model monitoring and explainable ai before deployment https://www.fiddler.ai/blog/3-benefits-of-model-monitoring-and-explainable-ai-before-deployment
- Recent: 2026-10-01 blog: 5 things to know about ml model performance https://www.fiddler.ai/blog/5-things-to-know-about-ml-model-performance
- Recent: 2026-10-01 blog: 91 percent of ml models degrade over time https://www.fiddler.ai/blog/91-percent-of-ml-models-degrade-over-time
- Recent: 2026-10-01 blog: A maturity model for ai ethics https://www.fiddler.ai/blog/a-maturity-model-for-ai-ethics
- Recent: 2026-10-01 blog: A practical guide to adversarial robustness https://www.fiddler.ai/blog/a-practical-guide-to-adversarial-robustness
- Recent: 2026-10-01 blog: Accelerating the production of ai solutions with fiddler and databricks integration https://www.fiddler.ai/blog/accelerating-the-production-of-ai-solutions-with-fiddler-and-databricks-integration

## 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.