2 categories · Named, not rankedZenML
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. ZenML has 2.
Why models recommend it
No positive label carried a quote.
What gives them pause
“Vulnerabilities were broken down for projects including Weave, ZenML, Deep Lake, Vanna.AI, and Mage AI”Muse Glimmer 30B · Negative question · warning
Also on the shortlist
The products named in the same answers as ZenML, over the 2 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 2 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on ZenML's own site, not checked by Gane.
- For
- For teams running ML in production; for organizations at scale; for individuals and small teams
- Price stated
- Free; $999/month; Custom
- Starting price
- 999
- Free plan or trial
- Start free
- Certifications
- SOC 2 Type II, ISO 27001
- Hosting
- your VPC, your own infrastructure, on your own infrastructure, on our SaaS or your own infrastructure
- Customers named
- JetBrains, ADEO Leroy Merlin, Brevo, Cross Screen Media, HashiCorp, Zuiver.ai
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 2 of the 2 answers that named ZenML and are not a share of its labels.
Domains cited
Ten of the ten domain citations in answers naming ZenML came from a third party's page.
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 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 1 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 210 | 7 | 2026-09-28 | ML platforms, Vector databases | |
| Comparison | 149 | 12 | 2026-09-22 | Orchestration | |
| Report or ebook | 28 | 0 | 2026-04-02 | ||
| Case study | 21 | 0 | 2025-12-15 | ||
| Podcast or video | 14 | 0 | 2022-07-07 | ||
| News or press | 8 | 0 | 2025-10-27 | ||
| Webinar or virtual event | 4 | undated | |||
| Conference or event | 4 | undated | ML platforms | ||
| Template or tool | 1 | undated |
Most recent
- 2026-09-28Langfuse pricing blog
- 2026-09-23Langsmith pricing blog
- 2026-09-22Langsmith vs arize comparison
- 2026-09-18Opik vs langfuse comparison
- 2026-09-16Braintrust vs langfuse comparison
- 2026-09-15Choosing a sandbox runtime for long lived coding agents blog
How it is countedHide how it is counted
Every page zenml.io 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.