Learning experience platforms · October 2026 Edition
Learn Amp vs Degreed
One of fourteen models named Learn Amp first on the direct prompt; zero named Degreed. Learn Amp was named by ten of the fourteen models and Degreed by fourteen and Learn Amp carries 14 labels and Degreed 29, 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%45%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 10; printed, not drawn.
Labels1429A 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 Degreed · 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 modelsDegreed
Direct10
Paraphrase412 against Degreed
Comparative05
Budget-constrained002 against Degreed
Scale-constrained102 against Degreed
Negative007 against Degreed
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 Degreed 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 Degreed first choice named as an alternative argued againstblank: not namedEach cell is one answer, Learn Amp on the left and Degreed on the right.The direct prompt
The plain question, one answer per model, grouped by where Learn Amp and Degreed stood in it.
Learn Amp first, Degreed not the choice
1 of 14 modelsDegreed 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
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 mini360Learning alternatives: Absorb LMS, CYPHER Learning, Degreed, Docebo, TalentLMS
MiniMax M2.5Absorb LMS alternatives: Continu, GoSkills, Learn Amp, TalentLMS
Muse Glimmer 30BAbsorb LMS alternatives: Continu, Learn Amp
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.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 11Degreed0%#9 of 11Mid-marketThe figures above
Enterprise
Learn Amp is not named for this buyer.
Degreed16%#2 of 7Learn Amp—not namedWhat 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 Degreed
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Repeatedly flagged across multiple analyses and AI-model recommendations as a platform to avoid for small businesses” DeepSeek V4 Flash · negative prompt · hard negative
“Avoid: Pure enterprise LXPs (Degreed, Cornerstone) unless you have complex multi-country requirements” Kimi K2 · scale prompt · hard negative
“multiple sources explicitly recommend avoiding, especially if you need LMS functionality” Kimi K2 · negative prompt · hard negative
“Degreed is considered the "reference implementation" of the LXP category with the strongest skills-mapping capabilities.” Kimi K2 · comparative prompt · first choice
“Degreed is the most skills-centric LXP on the market, mapping all learning content to a skills architecture.” DeepSeek V4 Flash · comparative prompt · first choice
“If your primary goal is talent mapping and tracking skills, choose Degreed.” Gemini 3.5 Flash · comparative prompt · first choice
Also compared
360Learning vs Learn Amp360Learning vs DegreedGoSkills vs Learn AmpGoSkills vs DegreedTalentLMS vs Learn AmpTalentLMS vs DegreedAbsorb LMS vs Learn AmpAbsorb LMS vs DegreedLearn Amp vs DoceboLearn Amp vs Udemy BusinessDocebo vs DegreedDegreed 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.