# NATS Streaming: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/nats-streaming

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Streaming platforms](https://www.gane.ai/index/it/it-data/streaming-platforms/index.md) | 0% | 109 | 100% | 2 |

## And against it

- "Deprecated disk-backed messaging system superseded by NATS JetStream." (Muse Glimmer 30B, Streaming)
- "Officially deprecated/superseded by NATS JetStream... a dead end" (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 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named NATS Streaming, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- cloud.ibm.com: 2
- ibm.com: 2
- automq.com: 1
- axual.com: 1
- bigdataboutique.com: 1
- bitdefender.com: 1
- blog.pcnametag.com: 1
- conduktor.io: 1
- dev.to: 1
- dzone.com: 1

### Pages cited

- https://cloud.ibm.com/docs/EventStreams: 2
- http://everysecondcounts.co.uk/what-is-stream-east: 1
- https://automq.com/blog/comparison-of-data-streaming-solutions: 1
- https://axual.com/blog/from-kafka-vendor-lock-in-to-open-source: 1
- https://bigdataboutique.com/blog/apache-kafka-vs-apache-pulsar-video-fd3fi2: 1
- https://bitdefender.com/en-gb/blog/hotforsecurity/account-takeover-attacks-on-social-media-a-rising-threat-for-content-creators-and-influencers: 1
- https://blog.pcnametag.com/how-to-live-stream-an-event: 1
- https://conduktor.io/blog/apache-kafka-what-10-000-forum-posts-reveal: 1

## In its own words

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

- Positioning: NATS is a connective technology powering modern distributed systems, unifying Cloud, On-Premise, Edge, and IoT. (https://nats.io/)
- For: Distributed Agents and Applications (https://nats.io/)
- Integrations claimed: 45 (https://nats.io/)
- Customers named: Replit, Rivian, MachineMetrics, Lovable, GE, PowerFlex, NVIDIA, Volvo

## What it publishes

Every page nats.io exposes, read 2026-09-29: 3185 addresses. By kind, pages and the last 90 days:

- blog: 119 pages, 3 in the last 90 days, latest 2026-09-17
- case study: 1 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 8 pages, 0 in the last 90 days, latest undated
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 124 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-17 blog: Nats server 2.15 release https://nats.io/blog/nats-server-2.15-release
- Recent: 2026-08-17 blog: Brosettlement building a wallet event backbone with nats jetstream https://nats.io/blog/brosettlement-building-a-wallet-event-backbone-with-nats-jetstream
- Recent: 2026-08-01 blog: Coordinating ai agent teams on nats https://nats.io/blog/coordinating-ai-agent-teams-on-nats
- Recent: 2026-05-25 blog: Nats native protocol for ai agents https://nats.io/blog/nats-native-protocol-for-ai-agents
- Recent: 2026-04-30 blog: Nats server 2.14 release https://nats.io/blog/nats-server-2.14-release

## 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.