| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Vector databases | Data platform | 0% | 17 of 44 | 0% | 3 | under 10 labels · led by pgvector at 35% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Client-side protection | Security operations | 0% | 87 of 120 | 0% | 1 | under 10 labels · led by cside at 13% | |
| Data quality and observability | Data platform | 0% | 99 of 110 | 100% | 1 | under 10 labels · led by Metaplane at 31% | |
| Endpoint protection | IT operations and endpoint | 0% | 50 of 86 | 0% | 1 | under 10 labels · led by Microsoft Defender for Endpoint at 22% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Vector databases | 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 19 → 17 of 44 |
| Client-side protection | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 87 of 120, unchanged |
| Data observability | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 99 of 110, unchanged |
| Endpoint protection | 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 48 → 50 of 86 |
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 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Your existing search platform, such as Elastic: include it if keyword search, hybrid search, or established search operations are central to the use case.” GPT-6 Luna · Vector databases · scale 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.
“broader observability platforms (e.g., Elastic) have steep learning curves for proprietary query languages” Grok 4.20 · Data observability · 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 16 of the 22 answers that named Elastic and are not a share of its labels.
Thirty-nine of the thirty-nine domain citations in answers naming Elastic 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 |
|---|---|---|---|---|---|
| Report or ebook | 18,203 | undated | APM, MFA | ||
| Blog | 3,188 | 52 | 2026-09-25 | SIEM, APM | |
| Webinar or virtual event | 724 | undated | APM, SIEM | ||
| Conference or event | 373 | undated | APM, SIEM | ||
| Case study | 266 | undated | SCA, Threat intel | ||
| News or press | 220 | undated | APM, XDR | ||
| Glossary or explainer | 95 | undated | Vector databases, APM | ||
| Comparison | 20 | 0 | 2025-07-03 | Vector databases | |
| Template or tool | 3 | undated | |||
| Podcast or video | 3 | undated |
As the event pages on elastic.co state them, read September 28, 2026.
Every page elastic.co 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. Of its titles that name a category, most name APM (389); 0 name its categories the models place it in. 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 Elastic's own pages state, read September 28, 2026: elastic.co, elastic.co/pricing, elastic.co/trust, elastic.co/platform, elastic.co/customers. 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'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, 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 by email, built from the raw record of the edition. It shows: