Learning experience platforms · October 2026 Edition
Learn Amp vs Udemy Business
One of fourteen models named Learn Amp first on the direct prompt; zero named Udemy Business. Learn Amp was named by ten of the fourteen models and Udemy Business by nine and Learn Amp carries 14 labels and Udemy Business 13, so the shares are not directly comparable.
Named in one category this edition.
Named in four categories this edition.
First-choice share12%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%69%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#8A position in a field of 10; printed, not drawn.
Labels1413A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Learn Amp reading right to left. Rank and label count are printed, not drawn.Absorb LMS was named alongside these two in eleven of the fourteen direct answers. 360Learning vs Learn Amp · 360Learning vs Udemy Business · GoSkills vs Learn Amp
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the learning experience platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Learn AmpFirst choices, of fourteen modelsUdemy Business
Direct10
Paraphrase40
Comparative00
Budget-constrained011 against Udemy Business
Scale-constrained10
Negative008 against Udemy Business
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Learn Amp and Udemy Business stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | | |||||
| Grok 4.1 Fast | | | ||||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | | | |
Learn Amp Udemy Business first choice named as an alternative argued againstblank: not namedEach cell is one answer, Learn Amp on the left and Udemy Business on the right.The direct prompt
The plain question, one answer per model, grouped by where Learn Amp and Udemy Business stood in it.
Learn Amp first, Udemy Business not the choice
1 of 14 modelsUdemy Business was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Learn Amp alternatives: 360Learning, Absorb LMS, Docebo
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.MiniMax M2.5Absorb LMS alternatives: Continu, GoSkills, Learn Amp, TalentLMS
Muse Glimmer 30BAbsorb LMS alternatives: Continu, Learn Amp
Neither was named
11 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 mini360Learning alternatives: Absorb LMS, CYPHER Learning, Degreed, Docebo, TalentLMS
Gemini 3.5 FlashLearnUpon alternatives: 360Learning, Absorb LMS, Continu, Docebo
Perplexity Sonar360Learning alternatives: Absorb LMS, Docebo, TalentLMS
Grok 4.1 FastAbsorb LMS alternatives: 360Learning, Docebo
Mistral SmallSAP SuccessFactors HCM, TalentLMS alternatives: LearnWorlds, Thinkific
DeepSeek V4 Flash360Learning alternatives: Absorb LMS, LearnUpon, TalentLMS
Llama 4 MaverickSAP SuccessFactors HCM alternatives: Kajabi, LearnDash, LearnWorlds, TalentLMS, Teachable, Thinkific
Qwen 3.7 FlashAbsorb LMS alternatives: Docebo, iSpring Learn
Kimi K2360Learning, LearnUpon alternatives: Absorb LMS, Docebo, Litmos
GLM 4.7 FlashXAbsorb LMS alternatives: 360Learning, Adobe Learning Manager, Docebo, Go1, TalentLMS
GPT-6 Luna360Learning alternatives: Docebo, LearnUpon
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Learn Amp0%#– of 11Udemy Business0%#– of 11Mid-marketThe figures above
Learn Amp leads by ten points.
Learn Amp12%#5 of 10Udemy Business2%#8 of 10Enterprise
Learn Amp is not named for this buyer.
Learn Amp—not namedUdemy Business0%#– of 7What the models said about Learn Amp
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“or Learn Amp if you want an all-in-one solution with robust engagement features” Claude Haiku 4.5 · paraphrase prompt · first choice
“My top recommendation would be Learn Amp for most mid-sized B2B companies” MiniMax M2.5 · paraphrase prompt · first choice
“highlighted as the best all-in-one mid-market learning platform” Claude Haiku 4.5 · direct prompt · first choice
What the models said about Udemy Business
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Udemy often criticized for uneven course vetting and frequent deep discounts that devalue content.” Grok 4.1 Fast · negative prompt · hard negative
“Udemy is flagged as less ideal because you do not control the experience” Perplexity Sonar · negative prompt · hard negative
“1.6 stars on Trustpilot - Technical glitches and freezing” GLM 4.7 FlashX · negative prompt · hard negative
Also compared
360Learning vs Learn Amp360Learning vs Udemy BusinessGoSkills vs Learn AmpGoSkills vs Udemy BusinessTalentLMS vs Learn AmpTalentLMS vs Udemy BusinessAbsorb LMS vs Learn AmpAbsorb LMS vs Udemy BusinessLearn Amp vs DoceboLearn Amp vs DegreedDocebo vs Udemy BusinessDegreed vs Udemy BusinessAll twenty-eight head-to-head pages and the full learning experience plat standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.