2 categories · Named, not rankedAltova MapForce
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| EDI platforms | Data platform | 2% | 9 of 93 | 0% | 4 | under 10 labels · led by TrueCommerce EDI at 32% | |
| ETL and ELT | Data platform | 0% | 28 of 75 | 0% | 1 | under 10 labels · led by Fivetran at 40% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
By model
How each model treated Altova MapForce across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| 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 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Some of the top options include Cleo Integration Cloud, TrueCommerce EDI, and Altova MapForce.” Llama 4 Maverick · EDI · direct prompt · first choice
“If you need occasional, offline ETL for small migrations: → Altova MapForce or EasyMorph” GLM 4.7 FlashX · ETL · budget prompt · alternative
“Better if you need controlled translation maps within an existing EDI pipeline” MiniMax M2.5 · EDI · direct 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.
Named alongside
The products named in the same answers as Altova MapForce, over the 5 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Altova MapForce was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 5 of the 5 answers that named Altova MapForce and are not a share of its labels.
Domains cited
Twenty-one of the twenty-one domain citations in answers naming Altova MapForce came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 7,948 | 121 | 2026-09-28 | ETL, NoSQL | |
| Case study | 88 | 0 | 2012-05-01 | ||
| News or press | 61 | undated | |||
| Comparison | 50 | 1 | 2026-07-14 | ||
| Report or ebook | 39 | 0 | 2014-12-01 | ||
| Conference or event | 33 | 0 | 2014-06-01 | ||
| Glossary or explainer | 11 | 0 | 2025-02-01 | ETL |
Most recent
How it is countedHide how it is counted
Every page altova.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. 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 Altova MapForce
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
Altova MapForce is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- Any-to-any data mapping, transformation, and integration tool
- Free plan or trial
- All Altova products are available for a free, fully-functional, 30-day trial. altova.com
- Not stated on the pages read
- Who it is for, price, starting price, integrations, certifications, hosting, customers
What Altova MapForce's own pages state, read October 6, 2026: altova.com, altova.com/blog/tags/security, altova.com/partners. A claimed page can correct any of them.
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 Altova MapForce'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 Altova MapForce, 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 Altova MapForce by email, built from the raw record of the edition. It shows:
- where Altova MapForce 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 Altova MapForce, 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.