Embedded analytics · RankedApache Superset
Apache Superset is a dashboard and data visualization tool for exploring larger datasets with SQL · apache.org ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Metabase is first at 34%.
Metabase is first at 30%.
Sisense is first at 30%.
Why models recommend it
“Apache Superset – fully customizable, open-source, and free to deploy.”GLM 4.7 FlashX · Budget-constrained question · first choice
“Open-source like Apache Superset or Metabase can be cost-effective with customization but require more dev work”Grok 4.20 · Negative question · alternative
“Use Superset only if you have zero budget for software licenses but have plenty of engineering bandwidth”Qwen 3.7 Flash · Paraphrase question · alternative
“Consider Apache Superset instead if you have engineering capacity and want to avoid a software license”GPT-6 Luna · Budget-constrained question · alternative
What gives them pause
“Free software, but high DevOps overhead & manual multi-tenancy setup”Gemini 3.5 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as Apache Superset, over the 26 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 24 | 8 | Compare → | |
| 19 | 0 | View → | |
| 13 | 3 | Compare → | |
| 13 | 0 | View → | |
| 13 | 0 | Compare → | |
| 12 | 0 | View → | |
| 11 | 0 | View → | |
| 9 | 1 | Compare → | |
| 8 | 0 | Compare → | |
| 7 | 2 | View → |
What the models named instead of Apache Superset →
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
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 18 of the 26 answers that named Apache Superset and are not a share of its labels.
Domains cited
Sixty-seven of the sixty-seven domain citations in answers naming Apache Superset came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| 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.