| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Learning experience platforms | Learning and development | 0% | 89 of 89 | 50% | 18 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Internal talent marketplace | Performance and talent management | 0% | 98 of 102 | 46% | 13 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Learning management systems | Learning and development | 0% | 17 of 61 | 23% | 13 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Skills intelligence | Performance and talent management | 0% | 29 of 127 | 0% | 8 | under 10 labels · led by Skills Base at 18% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Compliance training | Learning and development | 0% | 84 of 92 | 50% | 6 | 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. |
| HR compliance and policy management | Core HR and payroll | 0% | 39 of 97 | 0% | 3 | under 10 labels · led by Rippling at 19% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Applicant tracking systems | Talent acquisition | 0% | 21 of 65 | 0% | 2 | under 10 labels · led by Greenhouse at 40% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Performance management | Performance and talent management | 0% | 59 of 85 | 50% | 2 | under 10 labels · led by Lattice at 43% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Talent intelligence | Performance and talent management | 0% | 35 of 90 | 0% | 2 | under 10 labels · led by Pin at 27% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Learning experience plat | 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 24 → 89 of 89 |
| Internal talent marketpl | 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 21 → 98 of 102 |
| Learning management syst | 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 33 → 17 of 61 |
| Skills intelligence | 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 55 → 29 of 127 |
| 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 63 → 84 of 92 |
| HR compliance | 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 39 of 97, unchanged |
| Applicant tracking syste | 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 47 → 21 of 65 |
| Performance management | 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 55 → 59 of 85 |
| Talent intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 35 of 90, 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 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 | 4 | 1 | 6 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 2 | 4 | 8 |
| Perplexity Sonar | 0 | 1 | 1 | 2 | 4 |
| Grok 4.1 Fast | 0 | 0 | 4 | 2 | 6 |
| Mistral Small | 0 | 0 | 7 | 1 | 8 |
| DeepSeek V4 Flash | 0 | 3 | 2 | 1 | 6 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 4 | 6 |
| Kimi K2 | 0 | 0 | 1 | 3 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 2 | 4 |
| MiniMax M2.5 | 0 | 1 | 2 | 2 | 5 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 2 | 2 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Best for enterprise skills development and talent depth: Cornerstone, with broad learning orchestration and skills intelligence built for large programs.” Muse Glimmer 30B · Learning experience plat · comparative prompt · alternative
“check if your current HRIS/LMS (like HiBob, Workday, or Cornerstone) has native internal mobility or mentorship modules that you can toggle on” Gemini 3.5 Flash · Internal talent marketpl · scale prompt · alternative
“Cornerstone Learning's Galaxy Skills engine connects skills with learning, performance, careers, recruiting, and succession planning” Claude Haiku 4.5 · Skills intelligence · comparative prompt · alternative
“Examples include Degreed, iMocha, 360Learning, Cornerstone Learning, Acorn, and SkillPanel.” Perplexity Sonar · Skills intelligence · 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.
“Strong Cautions — Major Red Flags ... clunky backend, steep admin learning curve, and uninspiring learner UI” Kimi K2 · Learning experience plat · negative prompt · hard negative
“Avoid enterprise giants like Cornerstone unless you have L&D experts—they're overkill and pricey.” Grok 4.1 Fast · Learning management syst · scale prompt · hard negative
“One of the most criticized platforms with ~30% negative mention rate” MiniMax M2.5 · Learning experience plat · negative prompt · hard negative
“What to Avoid: ... Cornerstone - these require custom quotes” Kimi K2 · Internal talent marketpl · budget prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 283 of the 307 answers that named Cornerstone OnDemand and are not a share of its labels.
749 of the 749 domain citations in answers naming Cornerstone OnDemand 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 Cornerstone OnDemand's own pages state, read September 28, 2026: cornerstoneondemand.com, cornerstoneondemand.com/customer-stories, cornerstoneondemand.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 Cornerstone OnDemand'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 Cornerstone OnDemand, 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 Cornerstone OnDemand by email, built from the raw record of the edition. It shows: