Index › GTM › Products › Dagster · November 2026 Edition
2 categories · Named, not ranked

Dagster

Dagster is a DataOps platform for orchestrating data workflows, with a focus on data assets and observability · dagster.io ↗

–Too few to rank
3/14Models named it
0First choices
0Warnings
November 2026 Edition · all company sizes counted.
Ranked inData warehouse and reverse ETL for marketing #30 mid-marketData management platforms #109
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Dagster has 3.

Why models recommend it

“Orchestration | Dagster or Airflow (open-source) | Schedules ELT → dbt → Reverse ETL jobs reliably”Grok 4.20 · Budget-constrained question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Dagster, over the 6 answers that named it, and how often each was the first choice instead.

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

At a glance

Stated on Dagster's own site, not checked by Gane.

For
engineers
Price stated
free tier
Starting price
$10
Free plan or trial
Get started for free; free 30 day trial
Integrations
200
Certifications
SOC 2 Type II, GDPR, HIPAA
Hosting
Cloud, on-prem, hybrid, EU
Customers named
Flo Energy, Magenta Telekom, smava, Ayersio Services Limited, Chainalysis
Visit dagster.io ↗

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 Dagster 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 4 of the 6 answers that named Dagster and are not a share of its labels.

Domains cited

datachannel.co3
hevodata.com3
zoho.com3
aboutmartech.com2
leadjourney.io2
twilio.com2
aampe.com1
allata.com1
astera.com1
atlan.com1

Nineteen of the nineteen domain citations in answers naming Dagster came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Dagster 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 mini00202
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2001001
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on dagster.io
1,943
subdomains included
Content
1,239
counted in the table below
Documentation
574
Product · Integration
15 · 68
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Glossary or explainer73302024-05-17Enrichment, SEO
Report or ebook21512026-09-08
Blog18662026-09-17
Conference or event58undated
Case study3312026-08-04
Comparison1212026-09-08
Podcast or video102026-04-02
News or press1undated

Events in person

Announced as of September 28, 2026

As the event pages on dagster.io state them, read September 28, 2026.

How it is countedHide how it is counted

Every page dagster.io 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.