# BlackCurve: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/blackcurve

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Rebate management](https://www.gane.ai/index/finance/receivables/rebate-management/index.md) | 0% | 18 | 0% | 4 |

## What the models said for it

- "If you need maximum auditability and governance → BlackCurve" (DeepSeek V4 Flash, Rebate management)
- "4. BlackCurve ⭐ *Best for Decision-Linked Processes*" (GLM 4.7 FlashX, Rebate management)
- "Highly auditable accruals and claims | BlackCurve" (Perplexity Sonar, Rebate management)

## 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 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 | 1 | 1 | 0 | 2 |
| 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 BlackCurve, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- axiobench.com: 7
- enable.com: 7
- g2.com: 6
- sourceforge.net: 5
- rankite.com: 4
- guideflow.com: 3
- incentx.com: 3
- level6.com: 3
- sap.com: 3
- vistaar.com: 3

### Pages cited

- https://axiobench.com/best/customer-rebate-management-software: 7
- https://enable.com/resources/articles/best-rebate-management-software: 7
- https://g2.com/categories/rebate-management: 6
- https://sourceforge.net/software/rebate-management: 5
- https://rankite.com/blog/best-rebate-management-software: 4
- http://enable.com/rebate-management: 3
- https://axiobench.com/best/rebate-management-software: 3
- https://guideflow.com/blog/rebate-management-software: 3

## Record

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