| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Learning management systems | Learning and development | 18% | 2 of 74 | 0% | 27 | accepted challenger |
| Course authoring tools | Learning and development | 3% | 10 of 86 | 0% | 5 | under 10 labels · led by Articulate 360 at 22% |
| Learning experience platforms | Learning and development | 2% | 8 of 80 | 0% | 7 | under 10 labels · led by Learn Amp at 28% |
| Online course libraries | Learning and development | 0% | 22 of 73 | 0% | 4 | under 10 labels · led by Udemy Business at 32% |
| Compliance training | Learning and development | 0% | 53 of 80 | 0% | 1 | under 10 labels · led by Traliant at 22% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 1 | 1 | 1 | 0 | 3 |
| Grok 4.1 Fast | 0 | 4 | 3 | 0 | 7 |
| Mistral Small | 2 | 2 | 2 | 0 | 6 |
| DeepSeek V4 Flash | 1 | 4 | 4 | 0 | 9 |
| Llama 4 Maverick | 2 | 0 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 2 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 3 | 0 | 2 | 0 | 5 |
Verbatim evidence the judge attached to positive labels.
“If you need a flexible, multi-audience LMS with strong integrations and a focus on B2B training, LearnUpon is a top choice.” Mistral Small · Learning management syst · direct prompt · first choice
“I'd start with LearnUpon or TalentLMS as they balance features, pricing, and B2B-specific functionality well.” MiniMax M2.5 · Course authoring tools · paraphrase prompt · first choice
“the best learning management system for a mid-sized B2B company would be LearnUpon, Bridge, or 360Learning” Llama 4 Maverick · Learning management syst · paraphrase prompt · first choice
“The best LMS for employee training for a mid-market B2B company is LearnUpon, TalentLMS, or Absorb LMS.” Llama 4 Maverick · Learning management syst · direct prompt · first choice
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.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 81 of the 94 answers that named LearnUpon and are not a share of its labels.
249 of the 249 domain citations in answers naming LearnUpon came from somebody else's page.
Pages are listed as the models cited 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 LearnUpon'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 LearnUpon, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at learnupon.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.