| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Security awareness training | Security operations | 4% | 6 of 65 | 11% | 19 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.1 Fast | 0 | 2 | 1 | 0 | 3 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Highly recommended for mid-market organizations due to its broad awareness catalog, role-based learning paths, and scalability.” Mistral Small · Awareness training · direct prompt · first choice
“Infosec IQ is frequently cited as the best-fit platform for mid-market B2B companies” Qwen 3.7 Flash · Awareness training · direct prompt · first choice
“Top safer bets (high ratings across boards): Hoxhunt, Infosec IQ, Adaptive Security, or Keepnet Labs” Grok 4.1 Fast · Awareness training · negative prompt · alternative
“Choose Infosec IQ for role-based training in a mid-market environment” Perplexity Sonar · Awareness training · direct prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“mentions frustrations with phishing workflows, API/integration limitations, poor support communication, and sluggishness” GPT-5.4 mini · Awareness training · negative prompt · soft negative
“receive more lukewarm mixed reviews, with recurring themes of complexity, dated content, and setup overhead” DeepSeek V4 Flash · Awareness training · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 33 of the 36 answers that named Infosec IQ and are not a share of its labels.
177 of the 177 domain citations in answers naming Infosec IQ came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Infosec IQ's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Infosec IQ, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at infosec.qa is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.