Every category where a model named Oracle NoSQL Database 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
NoSQL databases	Data platform	0%	52 of 73	100%	1	under 10 labels · led by MongoDB at 74%	=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 NoSQL Database held within the floor in its one category: no change cleared 11 points.

Best category · NoSQL · 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 41 → 55 of 59

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 62 → 49 of 69

Enterprise▼−2Since September 2026: 4% → 2%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

2%from 4% in September 2026

Inside the floor by 9 pointsRank 4 → 7 of 53

All categories · Mid-market

Category	September 2026	Now	Change	Reading	Rank
NoSQL	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 62 → 52 of 73

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 NoSQL Database across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

ShowHide

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

Direct1 labelNone

Paraphrase0 labelsNone

Comparative4 labelsNone

Budget-constrained5 labels1

Scale-constrained1 labelNone

Negative2 labelsNone

First choiceAlternativeMentionNegative13 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.

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.

“may be more complex and costly than traditional SQL databases” Mistral Small · NoSQL · negative prompt · soft negative

Named alongside

The products named in the same answers as Oracle NoSQL Database, over the 13 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Oracle NoSQL Database was named but was not.

ShowHide

ProductSame answerTook the first choice insteadHead to head

MongoDB12 of 132Not among the top eight

Amazon DynamoDB11 of 130Not among the top eight

Couchbase9 of 131Not among the top eight

Azure Cosmos DB8 of 132Not among the top eight

Apache Cassandra8 of 130Not among the top eight

Redis6 of 130Not among the top eight

ScyllaDB5 of 130Not among the top eight

Google Cloud Bigtable4 of 130Not among the top eight

Aerospike3 of 131Not among the top eight

PostgreSQL2 of 131Not 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 NoSQL Database. 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 11 of the 13 answers that named Oracle NoSQL Database and are not a share of its labels.

Domains cited

guideflow.com8

aerospike.com5

oracle.comYour site5

thectoclub.com5

us.fitgap.com5

windowsforum.com5

cio.economictimes.indiatimes.com4

it-ai-index.com4

peerspot.com4

1bench.dev3

Forty-three of the forty-eight domain citations in answers naming Oracle NoSQL Database came from somebody else's page.

Pages cited

guideflow.com/blog/nosql-database-software8

aerospike.com/blog/ten-best-nosql-cloud-databases5

thectoclub.com/tools/best-nosql-database5

cio.economictimes.indiatimes.com/tools/best-nosql-database-software-for-enterprises/1297444

it-ai-index.com/it-data/nosql-databases/enterprise4

peerspot.com/categories/nosql-databases4

windowsforum.com/threads/best-enterprise-nosql-databases-in-2026-latency-scale-security-co4

1bench.dev/databases/nosql3

Pages are listed as the models cited them.

Search and answers

Where Oracle NoSQL Database stands in Google search beside where it stands in the models' answers.

ShowHide

In search

Google, US estimates

Searches for its name, Google: 70 a month (“oracle nosql database”)
AI search demand for its name, est.: 12 a month
Its own site: It sits on Oracle's site (oracle.com), so there are no site figures for it alone

In answers

This edition

Share of first choices

rank 52 of 73 in nosql

Segment leader

74%

MongoDB

First choices: 1 across its categories
Named in: 13 answers
Its own site cited: in 11 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Follow Oracle NoSQL Database

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 NoSQL Database.

ShowHide

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 Data Warehouse, Oracle Autonomous Database and 44 more

In its own words

Stated by the vendor, not checked

Positioning: Oracle NoSQL Database can be run in the cloud or on-premises for applications that require either flexible data models, workloads, demanding predictable, lighting fast access to data or easy to use APIs.
oracle.com/ae/database/nosql
For: developers
oracle.com/ae/database/nosql
Price stated: low pay-per-use pricing oracle.com/ae/database/nosql
Free plan or trial: Try Oracle Cloud Free Tier oracle.com/ae/database/nosql
Certifications: ACID transactions
Hosting: cloud or on-premisesactive-active regional replicationbetween geographically separated regionstwo different regions
Customers named: Turkish Notary UnionNTT DocomoAirbus
Not stated on the pages read: Starting price, integrations

What Oracle NoSQL Database's own pages state, read September 28, 2026: oracle.com/ae/database/nosql, oracle.com/apac/database/nosql, oracle.com/asean/database/nosql, oracle.com/latam/database/nosql, oracle.com/africa/database/nosql. 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 NoSQL Database'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 NoSQL Database, 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 NoSQL Database by email, built from the raw record of the edition. It shows:

where Oracle NoSQL Database 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 NoSQL Database, 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.