| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Breach and attack simulation | Security operations | 7% | 6 of 74 | 20% | 10 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 1 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Top Pick: AttackIQ Flex ... arguably the best option for companies with limited budgets” DeepSeek V4 Flash · BAS · budget prompt · first choice
“If your budget is limited, AttackIQ Flex is the strongest "start small" option I found” GPT-5.4 mini · BAS · budget prompt · first choice
“AttackIQ Flex offers the best value with its free tier and pay-as-you-go options” Kimi K2 · BAS · budget prompt · first choice
“Best starting point for a limited budget: AttackIQ Flex.” GPT-6 Luna · BAS · budget prompt · first choice
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.
“If you need Remediation, be cautious about platforms like AttackIQ Flex or basic entry-level tiers if they don't push findings directly into your remediation backlog.” Qwen 3.7 Flash · BAS · negative prompt · soft negative
“AttackIQ Flex—if you need cross-platform endpoint coverage. AttackIQ’s current product page says Flex currently supports Windows.” GPT-6 Luna · BAS · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 30 of the 30 answers that named AttackIQ Flex and are not a share of its labels.
115 of the 131 domain citations in answers naming AttackIQ Flex came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 533 | 4 | 2026-09-23 | SIEM, EDR | |
| Report or ebook | 97 | 4 | 2026-09-25 | ||
| Webinar or virtual event | 80 | 3 | 2026-07-23 | SIEM | |
| Glossary or explainer | 68 | 0 | 2025-05-20 | GRC | |
| Podcast or video | 44 | 0 | 2020-07-01 | ||
| Case study | 27 | 0 | 2021-01-25 | ||
| Blog | 18 | 2 | 2026-09-22 | SIEM | |
| Conference or event | 6 | 0 | 2026-06-09 | ||
| Comparison | 6 | 0 | 2025-07-25 | ||
| Template or tool | 1 | undated |
Every page attackiq.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.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What AttackIQ Flex's own pages state, read October 5, 2026: attackiq.com, attackiq.com/tag/compliance, attackiq.com/platform, attackiq.com/customers, attackiq.com/partners. A claimed page can correct any of 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 AttackIQ Flex'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 AttackIQ Flex, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for AttackIQ Flex by email, built from the raw record of the edition. It shows: