ML platforms · Named, not rankedBigML
BigML is a machine learning platform that offers automated ML through a web interface and hosted predictions · bigml.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. BigML has 3.
Why models recommend it
No positive label carried a quote.
What gives them pause
“BigML users face threats from exposed API keys found in public repositories”Muse Glimmer 30B · Negative question · warning
Also on the shortlist
The products named in the same answers as BigML, over the 11 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 10 | 4 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 2 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on BigML's own site, not checked by Gane.
- For
- your business
- Price stated
- Get started with a 3-day FREE trial - FREE access to all BigML functionality.
- Free plan or trial
- 3-day FREE trial
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 10 of the 11 answers that named BigML and are not a share of its labels.
Domains cited
Thirty-three of the thirty-nine domain citations in answers naming BigML 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 | 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 | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 653 | 0 | 2026-03-16 | ML platforms | |
| Webinar or virtual event | 30 | 0 | 2021-12-01 | ||
| Conference or event | 9 | 0 | 2020-04-01 | ||
| Case study | 2 | 0 | 2018-05-01 | ||
| Report or ebook | 2 | 0 | 2021-02-01 | ||
| Comparison | 2 | 0 | 2013-09-01 | ||
| News or press | 2 | undated | |||
| Podcast or video | 1 | 0 | 2020-01-01 |
Most recent
- 2026-03-16Grading our 2026 oscars machine learning predictions blog
- 2026-03-12Predicting the 2026 oscar winners with machine learning blog
- 2026-03-0103 blog
- 2025-12-172025 a year of quality education and applied impact blog
- 2025-12-02Ml models automated easily find the best ml model for your data blog
- 2025-12-0112 blog
How it is countedHide how it is counted
Every page bigml.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.