2 categories · RankedChef
Chef is DevOps automation and infrastructure management software, categorized as infrastructure as code · chef.io ↗
Why models recommend it
“Best For: Complex system configurations, Ruby teams”GLM 4.7 FlashX · Comparative question · alternative
What gives them pause
“Why avoid for IaC: Weak state-tracking engines compared to purpose-built IaC tools.”Gemini 3.5 Flash · Negative question · warning
“Chef and Puppet — ⚠️ In decline ... Avoid for new work”DeepSeek V4 Flash · Negative question · warning
“If you are building a new environment, avoid Chef.”Qwen 3.7 Flash · Negative question · warning
“Chef | ❌ Avoid | End-of-life November 2026”Kimi K2 · Negative question · warning
Also on the shortlist
The products named in the same answers as Chef, over the 39 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 38 | 4 | View → | |
| 38 | 0 | View → | |
| 37 | 21 | View → | |
| 36 | 0 | View → | |
| 35 | 6 | View → | |
| 29 | 13 | View → | |
| 29 | 1 | View → | |
| 23 | 0 | View → | |
| 22 | 0 | View → | |
| 20 | 0 | View → |
What the models named instead of Chef →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Chef's own site, not checked by Gane.
- For
- enterprises
- Price stated
- null
- Starting price
- null
- Free plan or trial
- Free Trial
- Customers named
- IBM, Meta, iManage, Azure, Bank Hapoalim, Capital One, Carfax, Cerner
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 33 of the 39 answers that named Chef and are not a share of its labels.
Domains cited
101 of the 101 domain citations in answers naming Chef 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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 1 | 2 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,956 | 10 | 2026-09-02 | Compliance automation, IaC | |
| Webinar or virtual event | 212 | 5 | 2026-10-01 | IaC, CSPM | |
| Template or tool | 180 | undated | |||
| Conference or event | 85 | 0 | 2024-04-17 | ||
| Report or ebook | 72 | undated | Patching, Compliance automation | ||
| Case study | 36 | 0 | 2021-02-23 | ||
| Glossary or explainer | 31 | 0 | 2022-06-21 | CSPM, IaC | |
| Podcast or video | 27 | 0 | 2013-10-21 | Compliance automation | |
| Comparison | 5 | 0 | 2026-01-28 | ||
| News or press | 2 | 0 | 2022-04-26 |
Most recent
- 2026-09-02Topics blog
- 2026-09-02From petaflops to policy as code what it takes to run compliant self healing nvidia dgx spark fleets blog
- 2026-08-28Why standardizing execution matters more than standardizing tools blog
- 2026-08-20Upcoming deprecation and end of life updates for progress chef products blog
How it is countedHide how it is counted
Every page chef.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. Of its titles that name a category, most name compliance automation (10); 6 name its categories the models place it in. 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.