# Amazon Timestream: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/it/vendors/amazon-timestream

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Time series databases](https://www.gane.ai/index/it/it-data/time-series-databases/index.md) | 0% | 10 | 6% | 17 |

## What the models said for it

- "Serverless, auto-scales, and cheap for predictable IoT/sensor workloads. Good if you're all-in on AWS." (Grok 4.20, Time series DBs)
- "If you're heavily invested in AWS, Timestream reduces operational overhead significantly." (MiniMax M2.5, Time series DBs)
- "Cloud-native/serverless: Amazon Timestream, Google BigQuery, or Timescale Cloud." (Mistral Small, Time series DBs)
- "Choose Amazon Timestream if you want AWS-native convenience over flexibility." (GPT-5.4 mini, Time series DBs)

## And against it

- "managed cloud options like AWS Timestream (but watch vendor lock-in/costs)" (Grok 4.20, Time series DBs)

## 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 2 | 2 | 1 | 5 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 2 | 0 | 3 |
| 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 Amazon Timestream, from 54 of the 72 answers that named it (only the models that return a source list).

### Domains cited

- influxdata.com: 38
- tigerdata.com: 34
- github.com: 30
- db-engines.com: 25
- g2.com: 24
- questdb.com: 21
- gane.ai/index: 18
- spyro-soft.com: 16
- sourceforge.net: 12
- aws.amazon.com: 10 (its own site)

### Pages cited

- https://db-engines.com/en/ranking/time+series+dbms: 23
- https://influxdata.com/comparison: 22
- https://github.com/ismanf/just-system-design/blob/main/04-databases/time-series-databases.md: 19
- https://spyro-soft.com/blog/industry-4-0/choosing-the-best-time-series-database-for-your-iot-needs-a-comparison: 16
- https://tigerdata.com/learn/best-managed-time-series-databases-in-2026: 16
- https://influxdata.com/learn/what-is-time-series-database: 15
- https://g2.com/categories/time-series-databases/enterprise: 14
- https://www.gane.ai/index/it/it-data/time-series-databases/enterprise: 12

## In its own words

What Amazon Timestream's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.


## 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.