Control Plane
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Control Plane has 6.
Why models recommend it
“Use GKE Autopilot or a fully managed service layer (like Control Plane or Harness)”Qwen 3.7 Flash · Paraphrase question · alternative
“Control Plane is singled out as "the top pick for lowering the bill itself"”Muse Glimmer 30B · Comparative question · alternative
“Strongest for actually reducing the bill rather than showing it”DeepSeek V4 Flash · Comparative question · alternative
“Best For: Companies without a dedicated Platform Team”Qwen 3.7 Flash · Paraphrase question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Control Plane, over the 22 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 11 | 6 | View → | |
| 11 | 1 | View → | |
| 11 | 0 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 5 | 2 | View → | |
| 5 | 2 | View → | |
| 5 | 1 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 22 of the 22 answers that named Control Plane and are not a share of its labels.
Domains cited
Forty-one of the sixty-eight domain citations in answers naming Control Plane came from a third party's page. Five 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| 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 | 1 | 1 | 0 | 2 |