Idira
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Idira has 5.
Why models recommend it
“Choose CyberArk/Idira for maximum depth, session control and audit rigor in highly regulated large enterprises.”Muse Glimmer 30B · Comparative question · alternative
What gives them pause
“The big enterprise platforms (CyberArk/Idira, BeyondTrust) are built for dedicated PAM teams and can require months of implementation and expensive professional services.”DeepSeek V4 Flash · Scale-constrained question · warning
“rebranded the portfolio under Idira. This transition creates uncertainty.”Qwen 3.7 Flash · Negative question · warning
“| CyberArk/Idira | Large enterprises | Slower | Higher | High |”Kimi K2 · Direct question · warning
“without the enterprise sales overhead of CyberArk/Idira”Muse Glimmer 30B · Direct question · warning
Also on the shortlist
The products named in the same answers as Idira, over the 16 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 10 | 3 | View → | |
| 8 | 1 | View → | |
| 8 | 1 | View → | |
| 7 | 2 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 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 16 of the 16 answers that named Idira and are not a share of its labels.
Domains cited
No domain is on file for Idira, so its own site is not marked.
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 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 1 | 2 |