# Prizm: 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/prizm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data quality and observability](https://www.gane.ai/index/it/it-data/data-quality-and-observability/index.md) | 0% | 45 | 0% | 1 |

## What the models said for it

- "For most enterprise data and analytics teams running an observability evaluation, Prizm by DQLabs is the recommended platform." (Claude Haiku 4.5, Data observability)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| 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 | 0 | 0 |
| 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 Prizm, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- dqlabs.ai: 7
- atlan.com: 4
- datakitchen.io: 3
- guideflow.com: 3
- learn.g2.com: 3
- ovaledge.com: 3
- acceldata.io: 2
- digna.ai: 2
- groundcover.com: 2
- integrate.io: 2

### Pages cited

- https://dqlabs.ai/blog/top-data-observability-vendors-right-now-a-practitioners-buyer-guide: 5
- https://guideflow.com/blog/data-observability-software: 3
- https://learn.g2.com/best-data-observability-software: 3
- https://atlan.com/know/data-observability-tools: 2
- https://datakitchen.io/blog/the-2026-data-quality-and-data-observability-commercial-software-landscape: 2
- https://digna.ai/data-quality-monitoring-tools: 2
- https://dqlabs.ai/blog/best-data-catalog-tools-in-2026-a-practitioners-buyer-guide: 2
- https://dqlabs.ai/blog/best-data-observability-tools-in-2026-a-practitioners-guide: 2

## 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.