# Astrato: 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/it/vendors/astrato

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 29 | 0% | 3 |

## What the models said for it

- "Astrato – Fully customizable, white-label friendly." (Qwen 3.7 Flash, Embedded analytics)
- "consider platforms purpose-built for embedding, such as Luzmo, Embeddable, or Astrato" (Mistral Small, Embedded analytics)

## 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 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| 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 Astrato, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- astrato.io: 5 (its own site)
- gane.ai/index: 3
- revealbi.io: 3
- holistics.io: 2
- peliqan.io: 2
- qrvey.com: 2
- upsolve.ai: 2
- basedash.com: 1
- boldbi.com: 1
- crazyegg.com: 1

### Pages cited

- https://astrato.io/blog/embedded-bi-tools: 5
- https://www.gane.ai/index/it/it-data/embedded-analytics/smb: 3
- https://www.gane.ai/index/it/it-data/embedded-analytics: 2
- https://peliqan.io/blog/embedded-analytics-tools: 2
- https://revealbi.io/blog/dos-donts-when-embedding-analytics: 2
- https://basedash.com/blog/best-customer-facing-analytics-platforms-for-saas-2026: 1
- https://boldbi.com/blog/8-power-bi-alternatives: 1
- https://crazyegg.com/blog/embedded-analytics: 1

## In its own words

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

- Positioning: The warehouse-native BI platform for guided self-service, data apps and embedded analytics. (https://astrato.io/)
- For: data team (https://astrato.io/)
- Price stated: Flexible pricing (per-user, usage, or hybrid). No hidden fees. (https://astrato.io/)
- Free plan or trial: Start trial (https://astrato.io/)
- Integrations claimed: 8 (https://astrato.io/); 4 (https://www.astrato.io/resources/customer-stories) (pages disagree)
- Certifications: HIPAA, SOC 2 Type II, ISO 27001, GDPR
- Customers named: PeerMusic, Impensa, Northeast Georgia Health System, IAG Loyalty (Avios), PetScreening, BookNook, Doctena, NGHS

## What it publishes

Every page astrato.io exposes, read 2026-10-05: 490 addresses. By kind, pages and the last 90 days:

- blog: 115 pages, 0 in the last 90 days, latest undated
- case study: 16 pages, 4 in the last 90 days, latest 2026-09-23
- conference or event: 2 pages, 0 in the last 90 days, latest 2026-06-26
- comparison: 30 pages, 1 in the last 90 days, latest 2026-08-13
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 9 pages, 0 in the last 90 days, latest 2026-06-30
- Recent: 2026-09-23 case study: When dashboards arent enough how ceres pharma built data appsthat enabled self service https://www.astrato.io/customer-stories/when-dashboards-arent-enough-how-ceres-pharma-built-data-appsthat-enabled-self-service
- Recent: 2026-08-31 case study: Reinventing bi how iag loyalty modernized analytics with self service data apps https://www.astrato.io/customer-stories/reinventing-bi-how-iag-loyalty-modernized-analytics-with-self-service-data-apps
- Recent: 2026-08-13 comparison: 16085778 parameters vs variables https://help.astrato.io/en/articles/16085778-parameters-vs-variables
- Recent: 2026-08-03 case study: Natura bisse cuts time to insight from one week to seconds with astrato and bigquery https://www.astrato.io/customer-stories/natura-bisse-cuts-time-to-insight-from-one-week-to-seconds-with-astrato-and-bigquery
- Recent: 2026-07-08 case study: How isdin unlocked self service bi for 1 800 employees after modernizing their data stack https://www.astrato.io/customer-stories/how-isdin-unlocked-self-service-bi-for-1-800-employees-after-modernizing-their-data-stack
- Recent: 2026-06-30 glossary or explainer: 10189520 actions embed external communication https://help.astrato.io/en/articles/10189520-actions-embed-external-communication

## 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.