ML platforms · RankedDomino Data Lab
Domino Data Lab is an enterprise MLOps and AI platform from Domino for running machine learning work · domino.ai ↗
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.
Google Vertex AI is first at 20%.
Databricks Mosaic AI is first at 24%. 0 of 14 models made it the first choice when asked directly.
Databricks Mosaic AI is first at 49%.
Why models recommend it
“You need a self-service "data-science workbench" with fine-grained governance | Domino Data Lab”MiniMax M2.5 · Paraphrase question · alternative
“Domino is designed for governed, multi-cloud and hybrid environments”Perplexity Sonar · Paraphrase question · alternative
“Better suited to mature data-science organizations than small teams”Perplexity Sonar · Comparative question · alternative
“Domino Data Lab - Best for governed data science at scale.”Llama 4 Maverick · Paraphrase question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Domino Data Lab, over the 34 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 28 | 12 | View → | |
| 28 | 5 | View → | |
| 28 | 3 | View → | |
| 23 | 1 | View → | |
| 17 | 0 | View → | |
| 15 | 1 | View → | |
| 9 | 0 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 1 | View → |
What the models named instead of Domino Data Lab →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Domino Data Lab's own site, not checked by Gane.
- For
- the largest AI-driven enterprises
- Free plan or trial
- Watch Demo
- Hosting
- AWS cloud
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 28 of the 34 answers that named Domino Data Lab and are not a share of its labels.
Domains cited
Sixty-seven of the seventy-three domain citations in answers naming Domino Data Lab came from a third party's page. Six 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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |