# SensorBee: 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/sensorbee

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Streaming platforms](https://www.gane.ai/index/it/it-data/streaming-platforms/index.md) | 0% | 99 | 100% | 1 |

## And against it

- "Discontinued lightweight stream processing engine for IoT." (DeepSeek V4 Flash, Streaming)

## 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 | 1 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| 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 SensorBee, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- automq.com: 1
- bigdataboutique.com: 1
- blog.pcnametag.com: 1
- cloud.ibm.com: 1
- conduktor.io: 1
- dev.to: 1
- dzone.com: 1
- estuary.dev: 1
- g2.com: 1
- i-flow.io: 1

### Pages cited

- https://automq.com/blog/comparison-of-data-streaming-solutions: 1
- https://bigdataboutique.com/blog/apache-kafka-vs-apache-pulsar-video-fd3fi2: 1
- https://blog.pcnametag.com/how-to-live-stream-an-event: 1
- https://cloud.ibm.com/docs/EventStreams: 1
- https://conduktor.io/blog/apache-kafka-what-10-000-forum-posts-reveal: 1
- https://dev.to/alvsanand/life-beyond-kafka-with-apache-pulsar-3mcg: 1
- https://dev.to/romdevin/kafka-limitations-in-production-exploring-efficient-messaging-alternatives-for-rebalancing-5ghf: 1
- https://dzone.com/articles/pulsar-vs-kafka-comparison-and-myths-explored: 1

## 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.