| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| GRC platforms | Security operations | 3% | 8 of 75 | 5% | 22 | accepted challenger | ▼−7Since September 2026: 11% → 4%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Third-party risk management | Security operations | 2% | 8 of 87 | 10% | 10 | accepted challenger | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Compliance automation | Security operations | 0% | 16 of 67 | 0% | 4 | under 10 labels · led by Drata at 34% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Cyber risk quantification | Security operations | 0% | 109 of 116 | 50% | 4 | under 10 labels · led by CyberSaint CyberStrong at 25% | |
| Business continuity management | Security operations | 0% | 74 of 114 | 33% | 3 | under 10 labels · led by LogicManager at 24% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| GRC | 11% | 4% | ▼−7Since September 2026: 11% → 4%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 8 of 75 |
| TPRM | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 17 → 8 of 87 |
| Compliance automation | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 30 → 16 of 67 |
| Cyber risk quant | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 109 of 116, unchanged |
| Business continuity | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 74 of 114, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 1 | 2 | 1 | 2 | 6 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 3 | 1 | 0 | 4 |
| Grok 4.20 | 1 | 2 | 1 | 1 | 5 |
| Mistral Small | 0 | 2 | 2 | 0 | 4 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 0 | 4 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 4 | 1 | 0 | 5 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 2 | 2 | 0 | 4 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 2 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“LogicGate: Best for organizations that need customizable workflows and AI-driven insights to automate vendor onboarding, risk scoring, and remediation playbooks.” Llama 4 Maverick · TPRM · direct prompt · first choice
“If you want the best balance of capability + usability + mid-market fit, start with LogicGate.” GPT-5.4 mini · GRC · direct prompt · first choice
“For broader GRC (risk + audit + governance): LogicGate or ZenGRC—configurable without coding.” Grok 4.20 · GRC · direct prompt · first choice
“Consider modern alternatives — Newer platforms (LogicGate, Onspring, Drata, Vanta) trade some depth for faster time-to-value” Kimi K2 · GRC · negative 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.
“Risk assessment capabilities are largely qualitative rather than quantitative, heavy reliance on customer-defined workflows can lead to inconsistent practices” Claude Haiku 4.5 · Cyber risk quant · negative prompt · soft negative
“massive GRC platforms (e.g., ServiceNow, Archer, MetricStream, LogicGate)... lack the intuitive features required for emergency responders” Qwen 3.7 Flash · Business continuity · negative prompt · soft negative
“good platforms, but typically positioned for larger programs and higher price points” GPT-5.4 mini · GRC · budget prompt · soft negative
“powerful but start at $10K+/year, so skip unless scaling up” Grok 4.20 · 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 99 answers that named LogicGate and are not a share of its labels.
284 of the 284 domain citations in answers naming LogicGate came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 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 | 366 | 27 | 2026-09-24 | ||
| News or press | 226 | 10 | 2026-09-24 | ||
| Webinar or virtual event | 56 | 0 | 2026-05-29 | ||
| Report or ebook | 45 | 0 | 2026-05-29 | ||
| Conference or event | 26 | 4 | 2026-09-25 | ||
| Case study | 18 | 0 | 2026-06-09 | ||
| Glossary or explainer | 13 | 1 | 2026-08-05 | ||
| Podcast or video | 13 | 0 | 2022-09-12 | ||
| Comparison | 7 | 0 | 2025-03-05 | ||
| Template or tool | 3 | 0 | 2025-06-13 |
As the event pages on logicgate.ai state them, read September 28, 2026.
Every page logicgate.ai 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 LogicGate's own pages state, read September 28, 2026: logicgate.ai, logicgate.ai/trust, logicgate.ai/platform, logicgate.ai/tag/customer-stories, logicgate.ai/company/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 LogicGate'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 LogicGate, 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 LogicGate by email, built from the raw record of the edition. It shows: