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Index › IT › Products › Amazon QLDB · November 2026 Edition
Managed relational databases · Named, not ranked

Amazon QLDB

aws.amazon.com ↗

–Too few to rank
1/14Models named it
0First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inManaged relational databases #74 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Amazon QLDB has 1.

Why models recommend it

No positive label carried a quote.

What gives them pause

“Amazon QLDB (Quantum Ledger Database) — AWS shut this down in July 2024”Kimi K2 · Negative question · warning

Also on the shortlist

The products named in the same answers as Amazon QLDB, over the 1 answer that named it, and how often each was the first choice instead.

ProductNamed togetherPicked instead
Alibaba Cloud ApsaraDB for Cassandra
10View →
Amazon RDS
10View →
Azure SQL Database
10View →
Google Cloud SQL
10View →
IBM Cloud Databases
10View →
MariaDB
10View →
MySQL
10View →
Oracle Data Integration
10View →
PostgreSQL
10View →
Rockset
10View →

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Amazon QLDB came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 1 of the 1 answers that named Amazon QLDB and are not a share of its labels.

Domains cited

aerospike.com1
alibabacloud.com1
altinity.com1
blog.ferretdb.io1
cloud.ibm.com1
cloudflare.com1
dataversity.net1
docs.aws.amazon.comIts own site1
docs.cloud.google.com1
docs.oracle.com1

Nine of the ten domain citations in answers naming Amazon QLDB came from a third party's page.

Pages cited

aerospike.com/blog/vendor-lock-in1
alibabacloud.com/help/en/apsaradb-for-cassandra/latest/cassandra-delisting-notice1
altinity.com/blog/learning-from-rockset-avoiding-the-dangers-of-lock-in-to-cloud-database-1
blog.ferretdb.io/5-ways-to-avoid-database-vendor-lock-in1
cloud.ibm.com/docs/databases-for-mongodb1
cloudflare.com/en-ca/learning/cloud/what-is-vendor-lock-in1
dataversity.net/articles/the-hidden-pitfalls-of-cloud-based-managed-mysql-services1
docs.aws.amazon.com/general/latest/gr/full_shutdown_services.html1

Pages are listed as the models cited them.

By model

How each model answered on Amazon QLDB across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200011
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on aws.amazon.com
280,316
subdomains included
Content
42,799
counted in the table below
Documentation
2,345
Product · Integration
3,213 · 49,021
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog27,117undatedAPI gateways, ETL
Glossary or explainer6,521undatedETL, MFA
Case study2,47602019-03-01WAF, Observability
Webinar or virtual event2,057162026-07-01Streaming, API gateways
Comparison1,52102025-09-01Object storage, ETL
Conference or event1,48202025-11-01Vector databases
Report or ebook1,090162026-09-01WAF, NoSQL
Podcast or video351undatedETL
Template or tool15002025-05-01
News or press34undated

Most recent

Events in person

The twelve months before September 28, 2026

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

How it is countedHide how it is counted

Every page aws.amazon.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. Of its titles that name a category, most name ETL (168); 0 name the category the models place it in. 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 28, 2026.