# PingCAP: 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/gtm/vendors/pingcap

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 156 | 100% | 1 |

## And against it

- "suffered a significant breach ... Caution warranted if you handle sensitive data." (DeepSeek V4 Flash, DMP)

## 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 | 1 | 1 |
| 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 PingCAP, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- alium.io: 1
- aviatrix.ai: 1
- bigideasdb.com: 1
- cio.com: 1
- consumeraffairs.com: 1
- contentsquare.com: 1
- en.paperjam.lu: 1
- fast-lta.de: 1
- huntress.com: 1
- kanerika.com: 1

### Pages cited

- https://alium.io/research/top-complaints-cdp: 1
- https://aviatrix.ai/threat-research-center/tidb-breach-flawed-cloud-security-fulcrumsec-2026: 1
- https://bigideasdb.com/most-hated-software-2026: 1
- https://cio.com/article/4117094/data-management-trends-whats-in-whats-out.html: 1
- https://consumeraffairs.com/internet/dashlane.html: 1
- https://contentsquare.com/guides/data-management/tools: 1
- https://en.paperjam.lu/article/cloud-and-ai-testing-data-management-in-real-world-applications: 1
- https://fast-lta.de/en/blog/vendor-lock-in-vermeiden: 1

## Record

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