| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Cyber risk quantification | Security operations | 6% | 4 of 116 | 16% | 32 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 2 | 1 | 1 | 5 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 1 | 1 | 2 | 4 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 1 | 2 | 1 | 5 |
Verbatim evidence the judge attached to positive labels.
“the mid-market sweet spot in 2026 is Axio, specifically Axio360” Muse Glimmer 30B · Cyber risk quant · paraphrase prompt · first choice
“I'd start with Axio for a mid-sized B2B company” GPT-6 Luna · Cyber risk quant · paraphrase prompt · first choice
“Axio (Axio360) — *Best Overall for Mid-Market B2B*” Gemini 3.5 Flash · Cyber risk quant · paraphrase prompt · first choice
“These are repeatedly ranked highly for richer financial modeling, but they are typically more enterprise-oriented.” Perplexity Sonar · Cyber risk quant · budget 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.
“six-figure platform costs seen for enterprise tools such as Risk Cloud Quantify, Safe Security, Axio and RiskLens” Muse Glimmer 30B · Cyber risk quant · budget prompt · soft negative
“Dropped in Forrester rankings due to weak threat/vulnerability intelligence and slow feature rollouts.” Grok 4.1 Fast · Cyber risk quant · negative prompt · soft negative
“GRC-integrated or asset-focused, but more enterprise-oriented ($75K+)” Grok 4.1 Fast · Cyber risk quant · direct prompt · soft negative
“such as Kovrr, Safe Security, and Axio) are generally out of reach” Gemini 3.5 Flash · Cyber risk quant · budget 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 96 of the 98 answers that named Axio and are not a share of its labels.
452 of the 452 domain citations in answers naming Axio 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 | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 302 | 5 | 2026-09-14 | Cyber risk quant, PAM | |
| Webinar or virtual event | 28 | 0 | 2026-06-12 | Cyber risk quant | |
| Report or ebook | 9 | undated | |||
| Case study | 7 | undated | |||
| Podcast or video | 3 | undated | |||
| Conference or event | 2 | undated | |||
| Template or tool | 2 | 0 | 2025-09-18 | ||
| Comparison | 1 | undated | |||
| Glossary or explainer | 1 | undated |
Every page axio.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 October 5, 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 Axio's own pages state, read October 5, 2026: axio.com, axio.com/case-studies. 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 Axio'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 Axio, 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 Axio by email, built from the raw record of the edition. It shows: