# Motadata: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Observability platforms](https://www.gane.ai/index/it/operations/observability-platforms/index.md) | 0% | 44 | 0% | 1 |
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 60 | 0% | 1 |

## 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 | 2 | 0 | 2 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

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

### Domains cited

- motadata.com: 5 (its own site)
- bestdevops.com: 2
- dotcom-monitor.com: 2
- incident.io: 2
- instatus.com: 2
- rootly.com: 2
- bastion.tech: 1
- blog.incidenthub.cloud: 1
- blog.invgate.com: 1
- checkmk.com: 1

### Pages cited

- https://motadata.com/blog/incident-management-tools: 2
- https://rootly.com/sre/choose-the-right-incident-platform-12-solutions-compared: 2
- https://bastion.tech/learn/soc2/compliance-checklist: 1
- https://bestdevops.com/top-10-ip-address-management-ipam-tools-features-pros-cons-and-comparison: 1
- https://bestdevops.com/top-10-observability-platforms-features-pros-cons-comparison: 1
- https://blog.incidenthub.cloud/The-Ultimate-List-of-Incident-Management-Tools-in-2024: 1
- https://blog.invgate.com/best-itsm-software-for-incident-management: 1
- https://checkmk.com/blog/best-network-monitoring-tools: 1

## In its own words

What Motadata's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: AI-Native Observability & ITSM Platform (https://motadata.com/)
- For: For leaders seeking visibility, engineers craving calm, and teams striving for excellence (https://motadata.com/)
- Free plan or trial: Start Free Trial (https://motadata.com/)
- Integrations claimed: 200 (https://motadata.com/)
- Hosting: global, Worldwide, 30+ countries
- Customers named: Bharti Airtel

## What it publishes

Every page motadata.com exposes, read 2026-09-29: 1250 addresses. By kind, pages and the last 90 days:

- blog: 483 pages, 0 in the last 90 days, latest 2026-01-12
- case study: 2 pages, 0 in the last 90 days, latest 2025-01-01
- webinar or virtual event: 9 pages, 6 in the last 90 days, latest 2026-09-23
- conference or event: 31 pages, 8 in the last 90 days, latest 2026-10-11
- report or ebook: 3 pages, 0 in the last 90 days, latest 2026-04-05
- comparison: 74 pages, 0 in the last 90 days, latest 2026-01-19
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 35 pages, 0 in the last 90 days, latest 2026-01-13
- news or press: 22 pages, 3 in the last 90 days, latest 2026-09-03
- Recent: 2026-10-11 conference or event: Amplify motadata partner connect hyderabad https://www.motadata.com/events/amplify-motadata-partner-connect-hyderabad
- Recent: 2026-09-29 conference or event: Meet motadata at tech week singapore 2026 https://www.motadata.com/events/meet-motadata-at-tech-week-singapore-2026
- Recent: 2026-09-25 conference or event: Meet motadata at cio accelerator x awards 2026 in delhi https://www.motadata.com/events/meet-motadata-at-cio-accelerator-x-awards-2026-in-delhi
- Recent: 2026-09-23 webinar or virtual event: Log management strategies https://www.motadata.com/webinars/log-management-strategies
- Recent: 2026-09-22 webinar or virtual event: Simplifying it operations bringing service management and observability together https://www.motadata.com/webinars/simplifying-it-operations-bringing-service-management-and-observability-together
- Recent: 2026-09-18 conference or event: Meet motadata at cio accelerator x awards 2026 in coimbatore https://www.motadata.com/events/meet-motadata-at-cio-accelerator-x-awards-2026-in-coimbatore

## 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.