# IAS: 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/ias

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Click fraud protection](https://www.gane.ai/index/gtm/marketing/click-fraud-protection/index.md) | 0% | 61 | 100% | 1 |

## And against it

- "What to Avoid: DoubleVerify / IAS (Integral Ad Science)" (Kimi K2, Click fraud protection)

## 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 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| 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 IAS, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- lunio.ai: 3
- reddit.com: 3
- trafficguard.ai: 3
- anura.io: 2
- clickcease.com: 2
- hawky.ai: 2
- integralads.com: 2
- spotsaas.com: 2
- adalytics.io: 1
- avc.com: 1

### Pages cited

- https://clickcease.com/blog/clickcease-vs-competitors-2026: 2
- https://hawky.ai/blog/ad-fraud-software: 2
- https://integralads.com/solutions/ad-fraud: 2
- https://lunio.ai/blog/best-click-fraud-detection-tools-for-enterprise-advertisers: 2
- http://geetest.com/en/article/click-fraud-prevention-tools: 1
- https://adalytics.io/blog/ads-observed-on-made-for-advertising-sites-in-january-2024: 1
- https://anura.io/click-fraud: 1
- https://anura.io/invalid-traffic: 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.