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Index › Products › Oracle Autonomous Data Warehouse · October 2026 Edition

Oracle · 1 category · Named, not ranked

Oracle Autonomous Data Warehouse

8Judge labels

0First choices

5Negative labels

6 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.

Standing

3 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Oracle Autonomous Data Warehouse was named 3 times in Data warehouses, where Snowflake led with 49%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business44 of 49

under the label threshold

Mid-market25 of 26

under the label threshold

Enterprise28 of 42

under the label threshold

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 Oracle Autonomous Data Warehouse 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.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Data warehouses	Data platform	0%	25 of 26	67%	3	under 10 labels · led by Snowflake at 49%	=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Oracle Autonomous Data Warehouse held within the floor in its one category: no change cleared 11 points.

Best category · Data warehouses · by segment

Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

0%from 0% in September 2026

Inside the floor by 11 pointsRank 23 → 41 of 46

Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

0%from 0% in September 2026

Inside the floor by 11 pointsRank 13 → 24 of 25

Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

0%from 0% in September 2026

Inside the floor by 11 pointsRank 21 → 33 of 37

All categories · Mid-market

Category	September 2026	Now	Change	Reading	Rank
Data warehouses	0%	0%	=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.	Within noise	Rank 13 → 25 of 26

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated Oracle Autonomous Data Warehouse across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Mention	Negative	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	1	1
Perplexity Sonar	0	0	0
Grok 4.20	1	0	1
Mistral Small	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	1	1
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	0	0	0

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

Direct0 labelsNone

Paraphrase1 labelNone

Comparative2 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative5 labelsNone

First choiceAlternativeMentionNegative8 labels in all, every segment counted; 0 of the 0 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.

No positive label carried a quote.

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.

“Why avoid it: It is characterized by highly complex, confusing, and often astronomical pricing structures.” Gemini 3.5 Flash · Data warehouses · negative prompt · hard negative

“Avoid Oracle and IBM unless you're already deeply embedded in their ecosystems” Kimi K2 · Data warehouses · negative prompt · hard negative

Named alongside

The products named in the same answers as Oracle Autonomous Data Warehouse, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Oracle Autonomous Data Warehouse was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Amazon Redshift8 of 81Not among the top eight

Google BigQuery8 of 80Not among the top eight

Snowflake7 of 82Not among the top eight

Databricks SQL5 of 80Not among the top eight

Teradata Vantage5 of 80Not among the top eight

Microsoft Fabric Data Warehouse4 of 80Not among the top eight

Azure Synapse Analytics3 of 80Not among the top eight

MotherDuck2 of 81Not among the top eight

ClickHouse Cloud2 of 80Not among the top eight

Firebolt2 of 80Not among the top eight

A head-to-head page exists where both products are among a category's top eight. 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 Oracle Autonomous Data Warehouse. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 8 of the 8 answers that named Oracle Autonomous Data Warehouse and are not a share of its labels.

Domains cited

clickhouse.com5

ovaledge.com4

dataexpert.io3

fivetran.com3

fortegrp.com3

g2.com3

aegissofttech.com2

brickclay.com2

datamation.com2

dev.to2

Twenty-nine of the twenty-nine domain citations in answers naming Oracle Autonomous Data Warehouse came from somebody else's page.

Pages cited

clickhouse.com/resources/engineering/top-5-cloud-data-warehouses5

ovaledge.com/blog/cloud-data-warehouse-solutions4

fivetran.com/learn/data-warehouse-tools3

fortegrp.com/insights/best-cloud-data-warehouse3

brickclay.com/top-10-data-warehouse-challenges-and-solutions2

dataexpert.io/blog/troubleshoot-cloud-data-warehouse-issues2

datamation.com/cloud/cloud-data-warehouse-companies2

doit.com/blog/snowflake-competitors-compared2

Pages are listed as the models cited them.

Names read as Oracle Autonomous Data Warehouse

What the judge wrote, as written, with how often. The vendor table decides that these count as Oracle Autonomous Data Warehouse; a claim can dispute any of them.

Oracle ADW 1Oracle Autonomous Data Warehouse (ADW) 1

Follow Oracle Autonomous Data Warehouse

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Oracle is the company behind Oracle Autonomous Data Warehouse.

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On record

Company records

Also from Oracle: Oracle AI, Oracle API Gateway, Oracle API Management, Oracle Access Governance, Oracle Access Manager, Oracle Autonomous AI Database, Oracle Autonomous Database, Oracle BPM and 44 more

In its own words

Stated by the vendor, not checked

Positioning: Develop scalable AI-powered apps with any data using built-in AI capabilities. Use your choice of large language model and deploy in any cloud or your data center.
oracle.com/autonomous-database
For: developers
oracle.com/autonomous-database
Price stated: Get started at the lowest cost; you only pay for what you use. oracle.com/apac/autonomous-database
Free plan or trial: Oracle Cloud offers a Free Tier with a 30-day free trial and always-free services. oracle.com/autonomous-database
Integrations claimed: 100 oracle.com/autonomous-database
Certifications: FedRAMP HighHIPAAPCI DSSSOC 1SOC 2
Hosting: OCIAWSAzureGoogle CloudExadata Cloud@CustomerOracle Cloud Infrastructure (OCI)Microsoft AzureOracle Cloud
Customers named: Oracle Fusion ApplicationsNetSuiteE-Business SuitePeopleSoftJD EdwardsSiebel
Not stated on the pages read: Starting price

What Oracle Autonomous Data Warehouse's own pages state, read October 5, 2026: oracle.com/autonomous-database, oracle.com/apac/autonomous-database, oracle.com/asean/autonomous-database, oracle.com/latam/autonomous-database, oracle.com/africa/autonomous-database. A claimed page can correct any of them.

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 Oracle Autonomous Data Warehouse'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 Oracle Autonomous Data Warehouse, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Oracle Autonomous Data Warehouse by email, built from the raw record of the edition. It shows:

where Oracle Autonomous Data Warehouse is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Oracle Autonomous Data Warehouse, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.