# Contrast: 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/contrast

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Streaming platforms](https://www.gane.ai/index/it/it-data/streaming-platforms/index.md) | 0% | 42 | 0% | 1 |

## What the models said for it

- "Best for HubSpot Ecosystems: Contrast" (Kimi K2, Streaming)

## 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 | 1 | 0 | 0 | 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 Contrast, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- aimers.io: 1
- appdome.com: 1
- appsolid.net: 1
- bizzabo.com: 1
- blog.hubspot.com: 1
- ciopages.com: 1
- community.hubspot.com: 1
- confluent.io: 1
- docs.aws.amazon.com: 1

### Pages cited

- https://aimers.io/blog/11-saas-webinar-platforms-for-lead-generation: 1
- https://appdome.com/wp-content/uploads/2023/07/Mobile-RASP-Security-Solution-Guide-2023.pdf: 1
- https://appdome.com/wp-content/uploads/2025/11/Appdome-Mobile-RASP-Solution-Guide-%C2%A9-2025.pdf: 1
- https://appsolid.net/docs/comparison: 1
- https://bizzabo.com/blog/best-webinar-platforms: 1
- https://blog.hubspot.com/marketing/best-webinar-software: 1
- https://ciopages.com/buyer-guides/streaming-data-platform: 1
- https://community.hubspot.com/t/best-practices-for-weekly-webinars/99002: 1

## 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.