| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| SIEM platforms | Security operations | 4% | 4 of 61 | 8% | 38 | accepted challenger | ▼−2Since September 2026: 6% → 5%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Endpoint detection and response | Security operations | 0% | 19 of 55 | 25% | 4 | under 10 labels · led by Microsoft Defender for Endpoint at 30% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| AI SOC agents | Security operations | 0% | 38 of 104 | 0% | 3 | under 10 labels · led by Dropzone AI at 24% | |
| Extended detection and response | Security operations | 0% | 21 of 58 | 0% | 3 | under 10 labels · led by Microsoft Defender XDR at 40% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| AI security platforms | Security operations | 0% | 97 of 233 | 0% | 1 | under 10 labels · led by SentinelOne Singularity at 11% | |
| Identity threat detection and response | Identity and access | 0% | 81 of 105 | 0% | 1 | under 10 labels · led by Huntress Managed ITDR at 51% | |
| Log management | IT operations and endpoint | 0% | 31 of 73 | 0% | 1 | under 10 labels · led by Datadog Log Management at 28% | newNew since September 2026: not ranked then, 0% now. |
| Threat intelligence platforms | Security operations | 0% | 81 of 119 | 0% | 1 | under 10 labels · led by MISP at 12% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| SIEM | 6% | 5% | ▼−2Since September 2026: 6% → 5%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 of 61, unchanged |
| EDR | 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 37 → 19 of 55 |
| AI SOC agents | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 38 of 104, unchanged |
| XDR | 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 17 → 21 of 58 |
| AI security | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 97 of 233, unchanged |
| ITDR | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 81 of 105, unchanged |
| Logs | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 31 of 73, unchanged |
| Threat intel | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 81 of 119, 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 | 3 | 2 | 0 | 5 |
| GPT-5.4 mini | 1 | 0 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 1 | 3 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 0 | 5 | 1 | 1 | 7 |
| Mistral Small | 0 | 0 | 3 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 4 | 0 | 1 | 5 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 3 | 1 | 1 | 5 |
| GLM 4.7 FlashX | 0 | 7 | 1 | 0 | 8 |
| MiniMax M2.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 2 | 1 | 0 | 3 |
| Muse Glimmer 30B | 0 | 3 | 1 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Best low-budget choice if you want more predictable cost control and flexibility: Elastic Security” GPT-5.4 mini · SIEM · budget prompt · first choice
“like Microsoft Sentinel or Elastic) is often a strong fit” MiniMax M2.5 · SIEM · scale prompt · first choice
“look for unified platforms (like Elastic Security, CrowdStrike LogScale, or Coralogix) that can serve both Dev/Ops debugging and security compliance” Gemini 3.5 Flash · Logs · scale prompt · alternative
“Elastic Security, Wazuh, Graylog \u2013 Open-source or cost-effective options often used for first SIEM or as complements.” Muse Glimmer 30B · SIEM · 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.
“Cost-effective at scale; open-core flexibility | Requires more in-house expertise” Kimi K2 · SIEM · scale prompt · soft negative
“Avoid these platforms if you have a small, overworked IT or security team.” Gemini 3.5 Flash · SIEM · negative prompt · soft negative
“free tiers) provide basic EDR visibility/hunting but require significant setup” Grok 4.20 · EDR · budget prompt · soft negative
“open-source based, flexible but requires more engineering” DeepSeek V4 Flash · SIEM · scale 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 126 of the 144 answers that named Elastic Security and are not a share of its labels.
329 of the 329 domain citations in answers naming Elastic Security 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.
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 Elastic Security's own pages state, read September 28, 2026: elastic.co/endpoint-detection-response, elastic.co/elastic-security-for-modern-networks, elastic.co/demo-gallery/elastic-security-xdr, elastic.co/virtual-events/end-to-end-incident-response-using-elastic-security, discuss.elastic.co/t/elastic-security/276968. 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 Elastic Security'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 Elastic Security, 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 Elastic Security by email, built from the raw record of the edition. It shows: