# SurveySparrow: 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/surveysparrow

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 0% | 73 | 0% | 1 |

## What the models said for it

- "Rich question types, SMS sharing, sentiment analysis" (GLM 4.7 FlashX, Cyber risk quant)

## 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 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 SurveySparrow, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aviatrix.ai: 1
- capterra.co.uk: 1
- capterra.com: 1
- deep-insight.com: 1
- dialpad.com: 1
- displayr.com: 1
- g2.com: 1
- getapp.com: 1
- hubspot.com: 1
- nhimg.org: 1

### Pages cited

- https://aviatrix.ai/learn-center/pqc/cyber-risk-quantification: 1
- https://capterra.co.uk/directory/30092/survey/software: 1
- https://capterra.com/survey-software: 1
- https://deep-insight.com/: 1
- https://deep-insight.com/author/fabienne: 1
- https://deep-insight.com/b2b-customer-experience: 1
- https://deep-insight.com/category/benchmarking/page/2: 1
- https://deep-insight.com/new-crq: 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.