IT AI Index
Index Vendors › ClickHouse Cloud · September 2026 Edition
1 category · Ranked

ClickHouse Cloud

54Judge labels
1First choices
11Negative labels
11 of 12Models named it
1Category
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
2% in Data warehouses for mid-market buyers
Rank 3 of 41 in the mid-market standingaccepted challenger
0 of 12 models made it the first choice on the direct prompt; 14% of its 22 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In data warehouses · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named ClickHouse Cloud for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrant
Data warehousesData platform2%3 of 4114%22accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for ClickHouse Cloud yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated ClickHouse Cloud across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500101
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar10113
Grok 4.1 Fast00202
Mistral Small02002
DeepSeek V4 Flash01113
Llama 4 Maverick01102
Qwen 3.7 Flash01001
Kimi K200101
GLM 4.7 FlashX01203
MiniMax M2.500213

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct5 labelsNone
Paraphrase3 labelsNone
Comparative16 labelsNone
Budget-constrained10 labels1
Scale-constrained3 labelsNone
Negative17 labelsNone
First choiceAlternativeMentionNegative54 labels in all, every segment counted; 1 of the 1 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

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

And against it

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

Named alongside

The products named in the same answers as ClickHouse Cloud, over the 53 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and ClickHouse Cloud was named but was not.
ProductSame answerTook the first choice insteadHead to head
Amazon Redshift50 of 533Not in the top three
Azure Synapse Analytics22 of 530Not in the top three
Databricks22 of 530Not in the top three
MotherDuck18 of 535Not in the top three
Microsoft Fabric15 of 530Not in the top three
Databricks SQL12 of 530Not in the top three
Teradata Vantage8 of 530Not in the top three
PostgreSQL7 of 531Not in the top three
A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named ClickHouse Cloud. A fact about retrieval, not a lever on the model.

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.

Domains cited

clickhouse.comYour site36
atlan.com24
fortegrp.com20
blog.dataddo.com18
motherduck.com16
checkthat.ai15
reddit.com15
dev.to13
scnsoft.com13
g2.com12

146 of the 182 domain citations in answers naming ClickHouse Cloud came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as ClickHouse Cloud

What the judge wrote, as written, with how often. The vendor table decides that these count as ClickHouse Cloud; a claim can dispute any of them.
ClickHouse 6ClickHouse (Managed) 1PostgreSQL + ClickHouse 1
Is this your product?

Claim this page

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.

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