# ClickHouse Cloud: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 22 judge labels across 1 categories by 11 of 12 models. Page: https://it-ai-index.com/vendors/clickhouse-cloud/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data warehouses | 2% | 3 | 14% | 22 |

## What the models said for it

- "or ClickHouse Cloud if your priority is the lowest cost-performance for analytics-heavy workloads" (Perplexity Sonar, Data warehouses)
- "ClickHouse Cloud, which is described as being "Fast & Low-Cost" and suitable for large-scale data warehousing." (Llama 4 Maverick, Data warehouses)
- "Known for high-performance, real-time analytics, especially for large-scale, low-latency queries." (Mistral Small, Data warehouses)
- "Very cost‑sensitive with large analytical workloads | ClickHouse Cloud" (GLM 4.7 FlashX, Data warehouses)

## And against it

- "Less mature for multi‑tenant concurrency and BI tooling; requires more tuning" (MiniMax M2.5, Data warehouses)
- "more tuning and topology planning may be needed for strict SLAs" (Perplexity Sonar, Data warehouses)
- "Caution with a Strong Condition: ClickHouse" (DeepSeek V4 Flash, Data warehouses)

## 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.