# Dattell: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 14 models. Page: https://it-ai-index.com/vendors/dattell/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Streaming platforms | 2% | 15 | 0% | 1 |

## What the models said for it

- "Upstash or Dattell are excellent choices for managed Kafka" (Mistral Small, Streaming)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Streaming platforms: 0% to 2%, +2. New · not ranked in September 2026 · rank 15 of 98.

## In its own words

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

- Positioning: Support, consulting, and managed services for Kafka, Pulsar, OpenSearch & Elasticsearch. (https://dattell.com/)
- Free plan or trial: complimentary 30-minute consultation (https://dattell.com/)

## What it publishes

Every page dattell.com exposes, read 2026-10-05: 419 addresses. By kind, pages and the last 90 days:

- blog: 54 pages, 0 in the last 90 days, latest undated
- case study: 1 pages, 0 in the last 90 days, latest undated
- comparison: 11 pages, 0 in the last 90 days, latest 2025-04-25
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 10 pages, 0 in the last 90 days, latest undated
- Recent: 2025-04-25 comparison: Why is enterprise elastic so expensive and what are the alternatives https://dattell.com/data-architecture-blog/why-is-enterprise-elastic-so-expensive-and-what-are-the-alternatives
- Recent: 2025-04-03 comparison: Opensearch vs elasticsearch in 2025 whats changed and what hasnt https://dattell.com/data-architecture-blog/opensearch-vs-elasticsearch-in-2025-whats-changed-and-what-hasnt
- Recent: 2024-07-24 comparison: Confluent alternative https://dattell.com/data-architecture-blog/confluent-alternative

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.