# Shark Finesse: how AI models rank it, November 2026

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

## 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% | 37 | 0% | 3 |

## What the models said for it

- "Best for Structured, Financial Business Cases: ValueCore or Shark Finesse" (Gemini 3.5 Flash, Value selling)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| 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 | 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Shark Finesse, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 4
- mediafly.com: 4
- slashdot.org: 4
- theroishop.com: 4
- minoa.io: 3
- plugroute.com: 3
- guideflow.com: 2
- roi-selling.com: 2
- sourceforge.net: 2
- topbusinesssoftware.com: 2

### Pages cited

- https://minoa.io/resources/blog/best-sales-roi-calculator-tools-2026: 3
- https://plugroute.com/best-value-selling-tools: 3
- https://theroishop.com/blogs/roi-software-comparison: 3
- https://guideflow.com/blog/value-selling-tools: 2
- https://minoa.io/resources/blog/automated-roi-measurement-software-compared: 2
- https://roi-selling.com/: 2
- https://slashdot.org/software/value-selling/f-mid-size-business: 2
- https://topbusinesssoftware.com/categories/value-selling: 2

## 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.