# ClickStack: 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/clickstack

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Infrastructure monitoring](https://www.gane.ai/index/it/operations/infrastructure-monitoring/index.md) | 0% | 65 | 100% | 1 |

## And against it

- "It requires engineering effort to configure and manage data ingestion pipelines." (Muse Glimmer 30B, Infra monitoring)

## 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 | 0 | 0 |
| 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 ClickStack, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- clickhouse.com: 2
- dev.to: 2
- honeybadger.io: 2
- netdata.cloud: 2
- newrelic.com: 2
- adservio.fr: 1
- cloud.google.com: 1
- dash0.com: 1
- g2.com: 1
- grafana.com: 1

### Pages cited

- https://adservio.fr/en/insights/articles/full-stack-monitoring-outils-et-fonctions/pdf: 1
- https://clickhouse.com/blog/choosing-between-clickstack-and-grafana-for-clickhouse-observability: 1
- https://clickhouse.com/resources/engineering/observability: 1
- https://clickhouse.com/resources/engineering/top-infrastructure-monitoring-tools-comparison: 1
- https://cloud.google.com/products/observability/pricing: 1
- https://dash0.com/comparisons/infrastructure-monitoring-tools: 1
- https://dev.to/devopsdaily/datadog-alternatives-in-2026-12-tools-their-real-prices-and-what-300-gb-of-logs-costs-on-each-4b78: 1
- https://dev.to/yannicksterling6563/real-time-metrics-dashboards-evidence-first-rollbacks-for-customer-support-1418: 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.