| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Secure code training | Developer platform | 6% | 5 of 97 | 0% | 7 | under 10 labels · led by SecureFlag at 26% | |
| Security awareness training | Security operations | 0% | 27 of 64 | 20% | 5 | under 10 labels · led by KnowBe4 at 45% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 1 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“the best secure code training platforms are RansomLeak, Security Journey, and SecureFlag” Mistral Small · Secure code training · direct prompt · first choice
“I would recommend starting with RansomLeak's free tier or SafeStack ($30/user/year)” MiniMax M2.5 · Secure code training · budget prompt · first choice
“Start with RansomLeak (free if under 25 employees)” Kimi K2 · Secure code training · budget prompt · first choice
“RansomLeak wins on exploit-then-fix depth across web, API, Git, cloud, mobile, and frontend.” Claude Haiku 4.5 · Secure code training · comparative 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.
“the result is a vendor-authored source, so it is less neutral than G2 or Expert Insights” Perplexity Sonar · Awareness training · direct 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 22 of the 22 answers that named RansomLeak and are not a share of its labels.
Seventy-nine of the 101 domain citations in answers naming RansomLeak 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 |
|---|---|---|---|---|---|
| Blog | 137 | 23 | 2026-09-28 | Awareness training, AI coding | |
| Comparison | 26 | 4 | 2026-09-02 | ||
| Glossary or explainer | 6 | 0 | 2026-01-01 |
Every page ransomleak.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. 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 RansomLeak's own pages state, read October 5, 2026: ransomleak.com, ransomleak.com/compliance, ransomleak.com/features, ransomleak.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 RansomLeak'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 RansomLeak, 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 RansomLeak by email, built from the raw record of the edition. It shows: