# Mammoth Analytics: 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/mammoth-analytics

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data quality and observability](https://www.gane.ai/index/it/it-data/data-quality-and-observability/index.md) | 0% | 65 | 0% | 1 |

## What the models said for it

- "Best for Business Users (No-Code): Mammoth Analytics" (GLM 4.7 FlashX, Data observability)

## 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 Mammoth Analytics, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- mammoth.io: 4 (its own site)
- getorchestra.io: 3
- atlan.com: 2
- g2.com: 2
- 6sigma.us: 1
- activepieces.com: 1
- airbyte.com: 1
- algoscale.com: 1
- arxiv.org: 1
- barc.com: 1

### Pages cited

- https://mammoth.io/blog/data-quality-tools: 2
- https://6sigma.us/six-sigma-in-focus/data-quality-tools: 1
- https://activepieces.com/blog/microsoft-power-bi-pricing-2026-plans-and-licensing: 1
- https://airbyte.com/top-etl-tools-for-sources/data-quality-tools: 1
- https://algoscale.com/data-engineering/best-data-observability-tools: 1
- https://arxiv.org/html/2606.08266v1: 1
- https://atlan.com/data-governance-tools: 1
- https://atlan.com/know/data-governance-platforms: 1

## In its own words

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

- Positioning: Dashboards, data preparation and automation for business teams. (https://mammoth.io/)
- For: business teams (https://mammoth.io/)
- Price stated: Billed annually, per workspace; monthly billing is available at about 25% more. (https://mammoth.io/pricing)
- Starting price: 0 (https://mammoth.io/pricing)
- Free plan or trial: Free plan, no time limit. No credit card. (https://mammoth.io/)
- Integrations claimed: 100 (https://mammoth.io/pricing)
- Certifications: SOC 2 Type II, ISO 27001, HIPAA, GDPR
- Customers named: Starbucks, RethinkFirst, MUFG, Nielsen, Bacardi, Arla, BAT, Kantar

## What it publishes

Every page mammoth.io exposes, read 2026-09-29: 441 addresses. By kind, pages and the last 90 days:

- blog: 99 pages, 21 in the last 90 days, latest 2026-09-25
- case study: 13 pages, 0 in the last 90 days, latest undated
- report or ebook: 24 pages, 0 in the last 90 days, latest undated
- comparison: 47 pages, 2 in the last 90 days, latest 2026-09-24
- template or tool: 47 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 139 pages, 0 in the last 90 days, latest undated
- news or press: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-25 blog: Supermetrics pricing https://mammoth.io/blog/supermetrics-pricing
- Recent: 2026-09-25 blog: Metabase pricing https://mammoth.io/blog/metabase-pricing
- Recent: 2026-09-25 blog: Looker studio pricing https://mammoth.io/blog/looker-studio-pricing
- Recent: 2026-09-25 blog: Docparser pricing https://mammoth.io/blog/docparser-pricing
- Recent: 2026-09-25 blog: Databox pricing https://mammoth.io/blog/databox-pricing
- Recent: 2026-09-25 blog: Client dashboard software https://mammoth.io/blog/client-dashboard-software

## 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.