# Snowflake Cortex AI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 15 judge labels across 1 category by 9 of 14 models. Page: https://www.gane.ai/index/it/vendors/snowflake-cortex-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 3% | 8 | 7% | 15 |

## What the models said for it

- "I'd recommend starting with Snowflake Cortex AI or Databricks as they offer the best balance of capabilities" (MiniMax M2.5, ML platforms)
- "Azure Machine Learning and Snowflake Cortex AI are the top choices" (Mistral Small, ML platforms)
- "lists Snowflake Cortex AI as a strong fit for firms already standardised on Snowflake" (Muse Glimmer 30B, ML platforms)
- "best if your analytics/data warehouse is already Snowflake-centric" (GPT-5.4 mini, ML platforms)

## And against it

- "Databricks / Snowflake ML ... compute costs scale aggressively" (Gemini 3.5 Flash, ML platforms)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 1 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| 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 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Snowflake Cortex AI, from 28 of the 32 answers that named it (only the models that return a source list).

### Domains cited

- ciopages.com: 14
- g2.com: 14
- eweek.com: 9
- gane.ai/index: 7
- docs.databricks.com: 6
- rajeshkumar.xyz: 6
- aws.amazon.com: 5
- dataiku.com: 5
- docs.cloud.google.com: 5
- gartner.com: 5

### Pages cited

- https://ciopages.com/buyer-guides/ai-ml-platform: 14
- https://rajeshkumar.xyz/blog/machine-learning-platforms: 6
- https://eweek.com/artificial-intelligence/machine-learning-solutions: 5
- https://techvendorindex.com/compare/best-ai-ml-for-mid-market: 5
- https://eweek.com/big-data-and-analytics/machine-learning-solutions: 4
- https://g2.com/categories/machine-learning: 4
- https://www.gane.ai/index/it/it-data/ml-platforms: 4
- https://gartner.com/reviews/market/ai-platforms-for-data-science-and-machine-learning: 4

## What it publishes

Every page snowflake.com exposes, read 2026-09-29: 11795 addresses. By kind, pages and the last 90 days:

- blog: 1589 pages, 7 in the last 90 days, latest 2026-09-28
- case study: 386 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 633 pages, 1 in the last 90 days, latest 2026-09-11
- conference or event: 139 pages, 9 in the last 90 days, latest 2026-10-27
- report or ebook: 900 pages, 0 in the last 90 days, latest undated
- comparison: 18 pages, 1 in the last 90 days, latest 2026-09-03
- template or tool: 5 pages, 0 in the last 90 days, latest 2025-12-09
- glossary or explainer: 131 pages, 0 in the last 90 days, latest 2026-04-02
- podcast or video: 315 pages, 0 in the last 90 days, latest undated
- news or press: 242 pages, 0 in the last 90 days, latest undated
- Recent: 2026-10-27 conference or event: Rotterdam https://www.snowflake.com/en/world-tour/rotterdam
- Recent: 2026-10-15 conference or event: New York City https://www.snowflake.com/en/world-tour/nyc
- Recent: 2026-09-30 conference or event: London https://www.snowflake.com/en/world-tour/london
- Recent: 2026-09-29 conference or event: Toronto https://www.snowflake.com/en/world-tour/toronto
- Recent: 2026-09-29 conference or event: Berlin https://www.snowflake.com/en/world-tour/berlin
- Recent: 2026-09-28 blog: Scaling mission ai lessons public sector https://www.snowflake.com/en/blog/scaling-mission-ai-lessons-public-sector/

## 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.