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Index › Products › DataStax · October 2026 Edition
1 category · Named, not ranked

DataStax

6Judge labels
0First choices
1Negative labels
5 / 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
1 label, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. DataStax was named 1 time in Time series DBs, where TimescaleDB led with 63%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small businessnot named
0%
No model named it for this buyer.
Mid-market25 of 66
0%1 label
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In time series dbs · 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 DataStax 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 rateLabelsQuadrantSince September 2026
Time series databasesData platform0%25 of 660%1under 10 labels · led by TimescaleDB at 63%

Movement

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

By model

How each model treated DataStax across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

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
Comparative2 labels1not counted in share
Budget-constrained1 labelNone
Scale-constrained0 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative6 labels in all, every segment counted; 0 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.

No model argued against it.

Named alongside

The products named in the same answers as DataStax, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and DataStax was named but was not.
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ProductSame answerTook the first choice insteadHead to head
MongoDB5 of 62Not among the top eight
Couchbase4 of 61Not among the top eight
Amazon DynamoDB4 of 60Not among the top eight
Apache Cassandra3 of 60Not among the top eight
Azure Cosmos DB3 of 60Not among the top eight
Neo4j3 of 60Not among the top eight
Redis3 of 60Not among the top eight
QuestDB1 of 61Not among the top eight
ClickHouse Cloud1 of 60Not among the top eight
CockroachDB1 of 60Not 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 DataStax. 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 5 of the 6 answers that named DataStax and are not a share of its labels.

Domains cited

guideflow.com5
thectoclub.com4
instaclustr.com3
aerospike.com2
aws.amazon.com2
cio.economictimes.indiatimes.com2
peerspot.com2
worldmetrics.org2
airbyte.com1
augmentcode.com1

Twenty-four of the twenty-four domain citations in answers naming DataStax came from somebody else's page.

Pages cited

guideflow.com/blog/nosql-database-software4
thectoclub.com/tools/best-nosql-database4
aerospike.com/blog/ten-best-nosql-cloud-databases2
cio.economictimes.indiatimes.com/tools/best-nosql-database-software-for-enterprises/1297442
instaclustr.com/education/nosql-database/nosql-databases-types-use-cases-and-8-databases-t2
peerspot.com/categories/nosql-databases2
airbyte.com/data-engineering-resources/mongodb-pricing1
augmentcode.com/tools/sql-vs-nosql-for-enterprise-development1

Pages are listed as the models cited them.

Search and answers

datastax.com is not in Google's top ten for any of the category's searches. In the answers, DataStax takes 0% of first choices and TimescaleDB takes 63%.
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In search

Google, US estimates
Position for “time series database”
–
not in the top ten
Position for “time series databases”
–
not in the top ten
Organic visits to its site
about 3,387 a month
Searches its site ranks for
918 · 167 in the top three
Sites linking to it
6,693
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on Google
None found in Google's ad transparency records for the US

In answers

This edition
Share of first choices
0%
rank 25 of 66 in time series dbs
Segment leader
63%
TimescaleDB
First choices
0 across its categories
Named in
6 answers
Its own site cited
in 5 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.

What it publishes

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Addresses on datastax.com
10,000
subdomains included
Content
2,593
counted in the table below
Documentation
13
Product · Integration
2,160 · 81
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Case study1,34102025-10-29API management, IGA
News or press80912026-09-25Object storage, GRC
Conference or event19232026-08-25
Glossary or explainer97282026-09-08
Blog5022026-09-10
Report or ebook3512026-09-02
Podcast or video3302025-04-18
Template or tool1492026-09-10
Webinar or virtual event1322026-09-11
Comparison902026-02-19

Most recent

Events in person

Last twelve months

As the event pages on datastax.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page datastax.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.

Follow DataStax

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

DataStax is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Deepening watsonx capabilities with DataStax to unlock enterprise data and build accurate, enterprise-ready AI apps
datastax.com
For
enterprises
datastax.com
Price stated
Explore our pricing plans to see what fits best for you from prototype to Enterprise. datastax.com
Hosting
on-premhybridmulti-cloudon-premiseprivate cloud
Not stated on the pages read
Starting price, free plan or trial, integrations, certifications, customers

What DataStax's own pages state, read October 6, 2026: datastax.com. 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 DataStax'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 DataStax, 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 DataStax by email, built from the raw record of the edition. It shows:

  • where DataStax 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 DataStax, 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.
The subscriber app

A verification link goes to your work email; an address at datastax.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.