| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Learning management systems | Learning and development | 0% | 13 of 61 | 27% | 33 | criticized challenger | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Learning experience platforms | Learning and development | 0% | 18 of 89 | 25% | 8 | under 10 labels · led by 360Learning at 26% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Candidate assessment | Talent acquisition | 0% | 75 of 118 | 33% | 3 | under 10 labels · led by TestGorilla at 52% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Online course libraries | Learning and development | 0% | 40 of 95 | 33% | 3 | under 10 labels · led by Udemy Business at 48% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Compliance training | Learning and development | 0% | 27 of 92 | 0% | 2 | under 10 labels · led by Traliant at 22% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Online course libraries | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 40 of 95 |
| Learning management syst | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 13 of 61 |
| Learning experience plat | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 18 of 89 |
| Candidate assessment | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 32 → 75 of 118 |
| Compliance training | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 42 → 27 of 92 |
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 13 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 | 1 | 2 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 1 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 1 | 3 |
| Perplexity Sonar | 0 | 2 | 1 | 0 | 3 |
| Grok 4.1 Fast | 0 | 2 | 1 | 2 | 5 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 2 | 5 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 3 | 5 |
| Kimi K2 | 0 | 3 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 2 | 1 | 5 |
| MiniMax M2.5 | 0 | 1 | 2 | 1 | 4 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 3 | 0 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“Moodle is an open-source platform that is free to download, use, and modify, making it ideal if you have technical expertise in-house.” Claude Haiku 4.5 · Learning experience plat · budget prompt · alternative
“Cons: It has a steeper learning curve and looks less polished than SaaS platforms. You will likely need IT help to set it up.” Qwen 3.7 Flash · Compliance training · budget prompt · alternative
“Open-source and highly configurable... but "free software" doesn't mean free setup, hosting, maintenance, or support.” GPT-6 Luna · Learning management syst · comparative prompt · alternative
“can be very cheap on software cost because it's open source, but you may pay for hosting, setup, and admin time” GPT-5.4 mini · Learning management syst · 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.
“Avoid Blackboard Original, Blackbaud LMS, and self-hosted Moodle if you prioritize user experience and modern workflows.” DeepSeek V4 Flash · Learning management syst · negative prompt · hard negative
“CISA bulletins in 2025 listed Moodle issues affecting sensitive data exposure and enrollment checks, which doesn’t mean “avoid Moodle entirely,” but it does mean you should verify patch status” GPT-5.4 mini · Learning management syst · negative prompt · soft negative
“Open-source platforms (like self-hosted Moodle): Require constant security updates and technical expertise to maintain securely” Kimi K2 · Learning management syst · negative prompt · soft negative
“Steep technical learning curve for admins, requires more IT resources, UI less polished out-of-the-box” Qwen 3.7 Flash · Learning management syst · 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 124 of the 135 answers that named Moodle and are not a share of its labels.
444 of the 444 domain citations in answers naming Moodle 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 |
|---|---|---|---|---|---|
| News or press | 1,251 | 25 | 2026-09-23 | ||
| Case study | 25 | 3 | 2026-09-18 | ||
| Conference or event | 19 | 0 | 2024-01-17 | ||
| Podcast or video | 13 | 0 | 2026-05-12 | ||
| Report or ebook | 9 | 0 | 2024-04-22 | ||
| Webinar or virtual event | 3 | 0 | 2023-12-25 | ||
| Blog | 2 | 0 | 2023-10-18 | ||
| Glossary or explainer | 2 | undated | |||
| Template or tool | 1 | undated |
Every page moodle.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 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 Moodle's own pages state, read September 28, 2026: moodle.com, trust.moodle.com, moodle.com/products/lms. 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 Moodle'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 Moodle, 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 Moodle by email, built from the raw record of the edition. It shows: