Cloud cost management · Named, not rankedScaleOps
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. ScaleOps has 3.
Why models recommend it
“Cast AI/ScaleOps for Kubernetes-specific needs”Grok 4.20 · Negative question · alternative
What gives them pause
“Require particular caution when granted write access because they can resize nodes, move workloads, or change capacity automatically.”Perplexity Sonar · Negative question · warning
Also on the shortlist
The products named in the same answers as ScaleOps, over the 5 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 4 | 2 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → | |
| 2 | 1 | View → | |
| 2 | 0 | View → | |
| 2 | 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 ScaleOps's own site, not checked by Gane.
- For
- Teams running Kubernetes, GPU workloads, agents, inference models, and applications in production
- Price stated
- ScaleOps’ pricing model depends on factors specific to your environment, so we’ll need to get in touch to give you accurate pricing information.
- Starting price
- null
- Free plan or trial
- free trial
- Certifications
- SOC 2 Type II
- Customers named
- Wiz, Outbrain, Maxars
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 5 of the 5 answers that named ScaleOps and are not a share of its labels.
Domains cited
Twenty-four of the twenty-four domain citations in answers naming ScaleOps 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 | 1 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 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 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 88 | 7 | 2026-09-28 | ||
| Case study | 11 | 1 | 2026-08-04 | ||
| News or press | 11 | 0 | 2026-03-30 | ||
| Podcast or video | 8 | 0 | 2026-05-03 | ||
| Comparison | 6 | 0 | 2026-05-27 | ||
| Conference or event | 4 | 4 | 2026-11-09 | ||
| Webinar or virtual event | 1 | undated | |||
| Glossary or explainer | 1 | 0 | 2026-01-29 |
Most recent
- 2026-09-28Event fully connected 2026 blog
- 2026-09-26Kubernetes dra gpu enforcement blog
- 2026-09-19Kubernetes 1 37 blog
- 2026-09-09Aws summit tel aviv 2026 conference or event
- 2026-09-03Aws summit sao paulo conference or event
How it is countedHide how it is counted
Every page scaleops.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.