# Challenger: 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/challenger

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Value selling tools](https://www.gane.ai/index/gtm/sales/value-selling-tools/index.md) | 0% | 82 | 0% | 1 |

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

### Domains cited

- disprz.ai: 1
- dupple.com: 1
- edmingle.com: 1
- grain.com: 1
- grouglobal.com: 1
- growthspace.com: 1
- hyperbound.ai: 1
- outdoo.ai: 1
- prospeo.io: 1
- rankite.com: 1

### Pages cited

- https://disprz.ai/blog/sales-training-software: 1
- https://dupple.com/learn/best-sales-training-software: 1
- https://edmingle.com/blog/lms-for-sales-training: 1
- https://grain.com/blog/sales-coaching-tools: 1
- https://grouglobal.com/blog/sales-coaching-tools: 1
- https://growthspace.com/blog/sales-training-platforms-what-to-look-for-and-why-most-programs-still-fail: 1
- https://hyperbound.ai/blog/best-b2b-sales-coaching-programs: 1
- https://outdoo.ai/blog/top-sales-coaching-tools-you-should-consider: 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.