AtroCore MDM is an open-source master data management platform from AtroCore · atrocore.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Pimcore is first at 29%.
Profisee MDM is first at 28%. 1 of 14 models made it the first choice when asked directly.
Informatica MDM is first at 46%.
“I'd recommend starting with Boomi MDM if you want cloud convenience and quick deployment, or AtroCore if you prefer open-source flexibility and cost control”MiniMax M2.5 · Paraphrase question · first choice
“likely to be an open-source option such as AtroCore or Pimcore, which offer cost-effective solutions with free editions and affordable paid tiers”Llama 4 Maverick · Budget-constrained question · first choice
“AtroCore is the strongest open-source MDM option for B2B companies with GPLv3 license and API-first architecture”Claude Haiku 4.5 · Budget-constrained question · first choice
“Start with AtroCore or Pimcore. Use the free core, and only purchase modules or paid support as needed.”GLM 4.7 FlashX · Budget-constrained question · first choice
No model argued against it.
The products named in the same answers as AtroCore MDM, over the 70 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 57 | 19 | Compare → | |
| 52 | 14 | Compare → | |
| 42 | 2 | Compare → | |
| 40 | 5 | Compare → | |
| 27 | 0 | Compare → | |
| 24 | 2 | Compare → | |
| 22 | 0 | View → | |
| 17 | 0 | View → | |
| 16 | 0 | View → | |
| 14 | 0 | View → |
What the models named instead of AtroCore MDM →
A side-by-side page exists where both products are among a category's top eight.
Stated on AtroCore MDM's own site, not checked by Gane.
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 →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 70 of the 70 answers that named AtroCore MDM and are not a share of its labels.
196 of the 278 domain citations in answers naming AtroCore MDM came from a third party's page. Nineteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 2 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 1 | 1 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 0 | 2 |
| Llama 4 Maverick | 2 | 0 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 2 | 0 | 0 | 0 | 2 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 2 | 1 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 2 | 0 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 130 | 21 | 2026-09-24 | ||
| Glossary or explainer | 109 | undated | |||
| Case study | 75 | undated | |||
| Template or tool | 18 | undated | |||
| Comparison | 3 | 1 | 2026-07-06 | ||
| Report or ebook | 1 | undated |
Every page atrocore.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. Read September 29, 2026.