# Acalvio: 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/acalvio

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity threat detection and response](https://www.gane.ai/index/it/identity/identity-threat-detection-and-response/index.md) | 0% | 113 | 100% | 1 |

## And against it

- "these tools are specialized... but lack the full ITDR lifecycle" (DeepSeek V4 Flash, ITDR)

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

### Domains cited

- airframe.ai: 1
- cybersectools.com: 1
- download.manageengine.com: 1
- duo.com: 1
- g2.com: 1
- gigaom.com: 1
- grip.security: 1
- isdown.app: 1
- microsoft.com: 1
- peerspot.com: 1

### Pages cited

- https://airframe.ai/product/zscaler-com-products-and-solutions-zscaler-itdr/analysis: 1
- https://cybersectools.com/categories/itdr: 1
- https://download.manageengine.com/active-directory-360/analyst-reports/kuppingercole-itdr-leadership-compass-2025.pdf: 1
- https://duo.com/learn/what-is-itdr: 1
- https://g2.com/products/huntress-managed-itdr/reviews: 1
- https://gigaom.com/blog/blog-itdr-is-now-a-security-imperative-whats-your-solution: 1
- https://grip.security/blog/itdr-security-solution-identity-threats: 1
- https://isdown.app/status/huntress/incidents/636425-itdr-ingestion-delay: 1

## What it publishes

Every page acalvio.com exposes, read 2026-10-05: 477 addresses. By kind, pages and the last 90 days:

- blog: 117 pages, 31 in the last 90 days, latest 2026-09-15
- case study: 12 pages, 0 in the last 90 days, latest 2024-09-26
- webinar or virtual event: 27 pages, 4 in the last 90 days, latest 2026-09-12
- conference or event: 52 pages, 8 in the last 90 days, latest 2026-09-25
- report or ebook: 38 pages, 8 in the last 90 days, latest 2026-09-12
- comparison: 3 pages, 2 in the last 90 days, latest 2026-09-21
- template or tool: 1 pages, 1 in the last 90 days, latest 2026-07-30
- glossary or explainer: 48 pages, 23 in the last 90 days, latest 2026-09-13
- news or press: 46 pages, 14 in the last 90 days, latest 2026-09-29
- Recent: 2026-09-29 news or press: Acalvio launches shadowplex ai agent in the gemini enterprise agent marketplace https://www.acalvio.com/press-releases/acalvio-launches-shadowplex-ai-agent-in-the-gemini-enterprise-agent-marketplace
- Recent: 2026-09-25 conference or event: Falcon europe 2026 https://www.acalvio.com/resources/events/falcon-europe-2026
- Recent: 2026-09-25 conference or event: Ians new york forum https://www.acalvio.com/resources/events/ians-new-york-forum
- Recent: 2026-09-25 conference or event: Cisco live 2026 2 https://www.acalvio.com/resources/events/cisco-live-2026-2
- Recent: 2026-09-24 conference or event: Isa saudi automation conference 2026 https://www.acalvio.com/resources/events/isa-saudi-automation-conference-2026
- Recent: 2026-09-21 comparison: Ai security solutions preemptive defense vs reactive tools https://www.acalvio.com/agentic-ai-security/ai-security-solutions-preemptive-defense-vs-reactive-tools

## 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.