2 categories · RankedOptable
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%.
Snowflake Data Clean Rooms is first at 52%.
Why models recommend it
“often highlighted as a good fit for mid-sized companies ... lighter weight and easier to operate”DeepSeek V4 Flash · Paraphrase question · alternative
“Optable appears to be the most SMB-friendly dedicated clean room platform”Kimi K2 · Budget-constrained question · alternative
What gives them pause
“Why Avoid Traditional Vendors Right Now? ... these are likely out of budget for a limited-fund operation.”Qwen 3.7 Flash · Budget-constrained question · warning
“they may lack the maturity, partner ecosystems, or proven scale of bigger players”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as Optable, over the 25 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 20 | 5 | View → | |
| 19 | 4 | View → | |
| 17 | 2 | View → | |
| 16 | 3 | View → | |
| 10 | 2 | View → | |
| 10 | 1 | View → | |
| 10 | 0 | View → | |
| 10 | 0 | View → | |
| 9 | 0 | View → | |
| 7 | 1 | View → |
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 25 of the 25 answers that named Optable and are not a share of its labels.
Domains cited
Eighty-one of the ninety-two domain citations in answers naming Optable came from a third party's page. Eleven 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |