# Signiant: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/signiant

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Managed file transfer](https://www.gane.ai/index/it/it-data/managed-file-transfer/index.md) | 0% | 70 | 0% | 2 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| 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 Signiant, from 3 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- pro2col.com: 3
- bluefinch-esbd.com: 2
- expertinsights.com: 2
- filemail.com: 2
- aimultiple.com: 1
- capterra.co.il: 1
- capterra.com: 1
- catalogartifact.azureedge.net: 1
- dnsstuff.com: 1
- faqprime.com: 1

### Pages cited

- https://expertinsights.com/data-security-and-privacy/the-top-managed-file-transfer-solutions: 2
- https://filemail.com/managed-file-transfer-software-comparison: 2
- https://pro2col.com/mft-software-tools-list: 2
- https://aimultiple.com/mft-pricing: 1
- https://bluefinch-esbd.com/en/comparison-main-mft-solutions-on-the-market: 1
- https://bluefinch-esbd.com/en/comparison-main-mft-solutions-on-the-market/3: 1
- https://capterra.co.il/software/119930/moveit: 1
- https://capterra.com/p/119930/MOVEit: 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.