# Amazon CloudWatch Logs: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 5 judge labels across 1 categories by 3 of 12 models. Page: https://it-ai-index.com/vendors/amazon-cloudwatch-logs/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Log management | 0% | 26 | 20% | 5 |

## What the models said for it

- "Already deep in one cloud and want simplest setup: Cloud-native logging" (GPT-5.4 mini, Logs)

## And against it

- "both log ingestion and—critically—data *retrieval/querying* ... are priced per GB" (Gemini 3.5 Flash, Logs)

## 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, September 2026 Edition, it-ai-index.com.