Master data management · November 2026 Edition
Semarchy xDM vs Boomi MDM
Five of fourteen models named Semarchy xDM first on the direct prompt; two named Boomi MDM. Semarchy xDM was named by fourteen of the fourteen models and Boomi MDM by nine and Semarchy xDM carries 54 labels and Boomi MDM 13, so the shares are not directly comparable.
Named in one category this edition.
Boomi MDM
accepted challengerNamed in one category this edition.
First-choice share14%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 13; printed, not drawn.
Labels5413A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Semarchy xDM reading right to left. Rank and label count are printed, not drawn.Profisee MDM was named alongside these two in thirteen of the fourteen direct answers. Profisee MDM vs Semarchy xDM · Profisee MDM vs Boomi MDM · AtroCore MDM vs Semarchy xDM
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the master data management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Semarchy xDMFirst choices, of fourteen modelsBoomi MDMDirect52
Paraphrase22
Comparative00
Budget-constrained10
Scale-constrained00
Negative10
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Semarchy xDM and Boomi MDM stood in it.
| Model | DirectBM | ParaphraseBM | ComparativeBM | Budget-constrainedBM | Scale-constrainedBM | NegativeBM |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | ||||
| Grok 4.20 | BM | BM | BM | | ||
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | BM | | |
| Llama 4 Maverick | BM | |||||
| Qwen 3.7 Flash | | BM | ||||
| Kimi K2 | | | BM | | | |
| GLM 4.7 FlashX | | | | BM | | |
| MiniMax M2.5 | BM | BM | BM | |||
| GPT-6 Luna | | | | | ||
| Muse Glimmer 30B | | | BM | |
Semarchy xDMBM Boomi MDM first choice named as an alternative argued againstblank: not namedEach cell is one answer, Semarchy xDM on the left and Boomi MDM on the right.The direct prompt
The plain question, one answer per model, grouped by where Semarchy xDM and Boomi MDM stood in it.
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.MiniMax M2.5Boomi MDM, Semarchy xDM alternatives: AtroCore MDM, Pimcore, Profisee MDM, Reltio Connected Data Platform
Semarchy xDM first, Boomi MDM not the choice
4 of 14 modelsBoomi MDM was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Profisee MDM, Semarchy xDM alternatives: AtroCore MDM, Reltio Connected Data Platform
Perplexity SonarSemarchy xDM alternatives: Ataccama ONE, AtroCore MDM, Profisee MDM
DeepSeek V4 FlashProfisee MDM, Semarchy xDM alternatives: Boomi Data Hub
GLM 4.7 FlashXProfisee MDM, Semarchy xDM alternatives: Ataccama ONE, CluedIn, Riversand, SAP Master Data Governance, Stibo Systems STEP
Boomi MDM first, Semarchy xDM an alternative
1 of 14 modelsSemarchy xDM was named in the answer but not as the choice, or not at all.Grok 4.20Boomi MDM alternatives: AtroCore MDM, Pimcore, Profisee MDM, Reltio Connected Data Platform, Semarchy xDM, Syndigo
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashProfisee MDM alternatives: Ataccama ONE, Pimcore, Reltio Connected Data Platform, Semarchy xDM, Syndigo
Mistral SmallProfisee MDM alternatives: AtroCore MDM, Semarchy xDM
Qwen 3.7 FlashProfisee MDM alternatives: CluedIn, Semarchy xDM
Kimi K2Profisee MDM alternatives: Boomi Data Hub, Semarchy xDM
GPT-6 LunaProfisee MDM alternatives: Semarchy xDM
Muse Glimmer 30Bno first choice alternatives: AtroCore MDM, Boomi Data Hub, Informatica MDM, Pimcore, Profisee MDM, Reltio Connected Data Platform, Sales Layer, Semarchy xDM, entitys
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniSemarchy Data Platform alternatives: Profisee MDM, Stibo Systems STEP
Llama 4 MaverickAtroCore MDM
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Semarchy xDM leads by six points.
Semarchy xDM6%#4 of 15Boomi MDM0%#8 of 15
The full small business standing →Mid-marketThe figures above
Semarchy xDM leads by seven points.
Semarchy xDM14%#4 of 13Boomi MDM7%#5 of 13
The full mid-market standing →Enterprise
Boomi MDM is not named for this buyer.
Semarchy xDM7%#4 of 11Boomi MDM—not named
The full enterprise standing →What the models said about Semarchy xDM
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If you want a modern, cloud-native, and user-friendly solution: Profisee or Semarchy xDM.” Mistral Small · paraphrase prompt · first choice
“For fast mid-market rollout, Profisee and Semarchy lower the barrier without sacrificing governance.” Claude Haiku 4.5 · direct prompt · first choice
“Safer Alternatives Trending Well ... Semarchy — Rapid implementation, consistently well-reviewed” Kimi K2 · negative prompt · first choice
What the models said about Boomi MDM
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend starting with Boomi MDM if you want cloud convenience and quick deployment” MiniMax M2.5 · paraphrase prompt · first choice
“I would recommend starting with Semarchy xDM or Boomi MDM as your primary choices” MiniMax M2.5 · direct prompt · first choice
“Boomi MDM (Top Pick for Most Mid-Market B2B Companies)” Grok 4.20 · direct prompt · first choice
Also compared
Profisee MDM vs Semarchy xDMProfisee MDM vs Boomi MDMAtroCore MDM vs Semarchy xDMAtroCore MDM vs Boomi MDMPimcore vs Semarchy xDMPimcore vs Boomi MDMSemarchy xDM vs Reltio Connected Data PlatformSemarchy xDM vs Informatica MDMBoomi MDM vs Reltio Connected Data PlatformBoomi MDM vs Informatica MDMAll twenty-one head-to-head pages and the full master data standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.