| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Data warehouses | Data platform | 2% | 3 of 41 | 14% | 22 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 0 | 1 | 1 | 3 |
| Grok 4.1 Fast | 0 | 0 | 2 | 0 | 2 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 2 | 1 | 3 |
Verbatim evidence the judge attached to positive labels.
“or ClickHouse Cloud if your priority is the lowest cost-performance for analytics-heavy workloads” Perplexity Sonar · Data warehouses · budget prompt · first choice
“ClickHouse Cloud, which is described as being "Fast & Low-Cost" and suitable for large-scale data warehousing.” Llama 4 Maverick · Data warehouses · negative prompt · alternative
“Known for high-performance, real-time analytics, especially for large-scale, low-latency queries.” Mistral Small · Data warehouses · comparative prompt · alternative
“Very cost‑sensitive with large analytical workloads | ClickHouse Cloud” GLM 4.7 FlashX · Data warehouses · paraphrase prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Less mature for multi‑tenant concurrency and BI tooling; requires more tuning” MiniMax M2.5 · Data warehouses · direct prompt · soft negative
“more tuning and topology planning may be needed for strict SLAs” Perplexity Sonar · Data warehouses · negative prompt · soft negative
“Caution with a Strong Condition: ClickHouse” DeepSeek V4 Flash · Data warehouses · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 46 of the 53 answers that named ClickHouse Cloud and are not a share of its labels.
146 of the 182 domain citations in answers naming ClickHouse Cloud came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when ClickHouse Cloud's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as ClickHouse Cloud, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at clickhouse.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.