2 categories · RankedDecentriq
Decentriq is a data clean room platform for collaboration on data · decentriq.com ↗
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.
AWS Clean Rooms is first at 19%.
Snowflake Data Clean Rooms is first at 27%. 0 of 14 models made it the first choice when asked directly.
Snowflake Data Clean Rooms is first at 52%.
Why models recommend it
“Choose Decentriq instead if confidential-computing isolation, strict governance, or regulated workloads are the primary requirements.”Perplexity Sonar · Paraphrase question · alternative
“If you're doing deeper data analytics across multiple partners, Decentriq offers unique privacy-preserving analysis capabilities.”Claude Haiku 4.5 · Paraphrase question · alternative
“Uses advanced crypto (like confidential computing and MPC) for highly sensitive data... though it may require more setup.”Grok 4.20 · Paraphrase question · alternative
“Uses hardware-based Confidential Computing (secure enclaves). It is heavily adopted in highly regulated industries”Gemini 3.5 Flash · Comparative question · alternative
What gives them pause
“Dedicated third-party DCR platforms (like LiveRamp/Habu, InfoSum, or Decentriq) often require six-figure annual licensing contracts.”Gemini 3.5 Flash · Budget-constrained question · warning
“Avoid Snowflake, LiveRamp, InfoSum, or Decentriq”Perplexity Sonar · Budget-constrained question · warning
“it uses a custom enterprise pricing model (not a standard SaaS subscription), which can be less predictable for budgeting”GLM 4.7 FlashX · Direct question · warning
“Strong confidential-computing architecture, though its partner ecosystem is narrower outside DACH markets.”Perplexity Sonar · Direct question · warning
Also on the shortlist
The products named in the same answers as Decentriq, over the 73 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 63 | 22 | View → | |
| 57 | 13 | View → | |
| 46 | 3 | View → | |
| 43 | 1 | View → | |
| 39 | 4 | View → | |
| 35 | 3 | View → | |
| 30 | 0 | View → | |
| 18 | 0 | View → | |
| 17 | 0 | View → | |
| 16 | 8 | View → |
What the models named instead of Decentriq →
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 71 of the 73 answers that named Decentriq and are not a share of its labels.
Domains cited
213 of the 292 domain citations in answers naming Decentriq came from a third party's page. Twenty-seven 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 cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 2 | 1 | 5 |
| Perplexity Sonar | 0 | 2 | 0 | 2 | 4 |
| Grok 4.20 | 0 | 1 | 2 | 2 | 5 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 2 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 112 | 5 | 2026-08-11 | DMP, CRM | |
| Podcast or video | 17 | undated | |||
| Comparison | 15 | 0 | 2026-06-12 | CDP | |
| Case study | 10 | undated | |||
| Glossary or explainer | 6 | 0 | 2026-06-11 | ||
| Webinar or virtual event | 2 | undated | |||
| News or press | 1 | undated |
Most recent
- 2026-08-11Yougov joins decentriq network blog
- 2026-07-30Attribution when you cant share customer data with the platform blog
- 2026-07-28Cross media reach and frequency blog
- 2026-07-17Conversion lift measurement clean rooms blog
- 2026-07-08Clean rooms privacy safe media measurement blog
- 2026-06-29Why gdpr stalls european data collaboration blog
How it is countedHide how it is counted
Every page decentriq.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.