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 11 → 40 of 49
1 category · Named, not rankedApache Superset
17Judge labels
0First choices
9Negative labels
9 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Standing
7 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Apache Superset was named 7 times in BI & dashboards, where Microsoft Power BI led with 52%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small business44 of 54
0%6 labels
under the label threshold
Mid-market13 of 52
0%7 labels
under the label threshold
Enterprise52 of 55
0%4 labels
under the label threshold
In bi & dashboards · 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 Apache Superset 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 |
|---|---|---|---|---|---|---|---|
| Dashboards and data visualization | GTM data and infrastructure | 0% | 13 of 52 | 29% | 7 | under 10 labels · led by Microsoft Power BI at 52% | =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, Apache Superset held within the floor in its one category: no change cleared 11 points.
Best category · BI & dashboards · by segment
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 12 → 17 of 49
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 24 → 44 of 48
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| BI & dashboards | 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 12 → 13 of 52 |
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 Apache Superset across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Apache Superset across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
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
Comparative1 labelNone
Budget-constrained8 labelsNone
Scale-constrained1 labelNone
Negative6 labelsNone
First choiceAlternativeMentionNegative17 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.
“Robust for larger datasets/SQL exploration (50+ viz types). Free self-hosted” Grok 4.20 · BI & dashboards · budget prompt · alternative
“The Best for Tech-Savvy Teams: Apache Superset ... Steep Learning Curve” GLM 4.7 FlashX · BI & dashboards · budget prompt · alternative
“Apache Superset is the most powerful free tool on the market.” Gemini 3.5 Flash · BI & dashboards · budget prompt · alternative
“Apache Superset for power and row-level security” Muse Glimmer 30B · BI & dashboards · budget prompt · alternative
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.
“3 new zero-day discoveries across Metabase, DataEase, Pentaho, Redash, and Apache Superset” Claude Haiku 4.5 · BI & dashboards · negative prompt · soft negative
“Open-Source Tools (Avoid without DevOps Support)” Gemini 3.5 Flash · BI & dashboards · negative prompt · soft negative
Named alongside
The products named in the same answers as Apache Superset, over the 17 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Apache Superset was named but was not.ShowHide
Named alongside
The products named in the same answers as Apache Superset, over the 17 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Apache Superset was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
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 Apache Superset. 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 15 of the 17 answers that named Apache Superset and are not a share of its labels.
Domains cited
holistics.io7
g2.com5
linkedin.com5
basedash.com4
coefficient.io4
fastero.com4
financesonline.com4
improvado.io4
kanerika.com4
moldstud.com4
Forty-five of the forty-five domain citations in answers naming Apache Superset came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
apache.org is not in Google's top ten for any of the category's searches. In the answers, Apache Superset takes 0% of first choices and Microsoft Power BI takes 52%.ShowHide
Search and answers
apache.org is not in Google's top ten for any of the category's searches. In the answers, Apache Superset takes 0% of first choices and Microsoft Power BI takes 52%.
ShowHideIn search
Google, US estimatesPosition for “business intelligence and dashboard tool”
–
not in the top ten
Position for “best business intelligence and dashboard tool”
–
not in the top ten
- Searches for its name, Google
- 3,600 a month (“apache superset”)
- AI search demand for its name, est.
- 93 a month
- Organic visits to its site
- about 1,144,025 a month
- Searches its site ranks for
- 44,247 · 10,306 in the top three
- Sites linking to it
- 174,267
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess1 ads · 1 text · 0 shown in the last 30 days
First shown March 2025, as GridGain Systems, verified. 1 more by other advertisers linking to it.
On Google's pages: 1
In answers
This editionShare of first choices
0%
rank 13 of 52 in BI & dashboards
Segment leader
52%
Microsoft Power BI
- First choices
- 0 across its categories
- Named in
- 17 answers
- Its own site cited
- in 15 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
ShowHide
What it publishes
ShowHideAddresses on apache.org
2,858
subdomains included
Content
1,384
counted in the table below
Documentation
375
Product · Integration
16 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 1,081 | 12 | 2026-09-03 | ||
| Blog | 228 | 1 | 2026-07-01 | ||
| Template or tool | 38 | undated | |||
| Report or ebook | 14 | undated | |||
| Conference or event | 10 | 0 | 2026-06-09 | ||
| Glossary or explainer | 9 | undated | |||
| Case study | 2 | undated | |||
| Webinar or virtual event | 2 | undated |
Most recent
- 2026-09-03Security scanning at foundation scale news or press
- 2026-09-02Asf plus one newsletter august 2026 news or press
- 2026-09-01The apache software foundation advances open source infrastructure and celebrates community growth in fy26 news or press
- 2026-09-01The apache software foundation announces keynote speakers for community over code glasgow 2026 news or press
- 2026-08-27The apache software foundation announces new top level projects 6 news or press
- 2026-08-18Apache geode 2 0 part iii lessons learned and the path forward news or press
How it is countedHide how it is counted
Every page apache.org 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 Apache Superset
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
Apache Software Foundation is the company behind Apache Superset.ShowHide
The company
Apache Software Foundation is the company behind Apache Superset.
ShowHideOn record
Wikidata- Website
- apache.org
- Headquarters
- Wakefield Township, United States
- Founded
- 1999
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata
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 Apache Superset'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 Apache Superset, 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 Apache Superset by email, built from the raw record of the edition. It shows:
- where Apache Superset 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 Apache Superset, 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.