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Learning experience platforms · October 2026 Edition

Absorb LMS vs Degreed

Five of fourteen models named Absorb LMS first on the direct prompt; zero named Degreed. Absorb LMS was named by twelve of the fourteen models and Degreed by fourteen and Absorb LMS carries 25 labels and Degreed 29, so the shares are not directly comparable.

Absorb LMS

accepted challenger

Named in six categories this edition.

Degreed

criticized challenger

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#4#7A position in a field of 10; printed, not drawn.
Labels2529A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Absorb LMS reading right to left. Rank and label count are printed, not drawn.Docebo was named alongside these two in nine of the fourteen direct answers. 360Learning vs Absorb LMS · 360Learning vs Degreed · GoSkills vs Absorb LMS

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.
Absorb LMSFirst choices, of fourteen modelsDegreed
Direct50
Paraphrase112 against Degreed
Comparative05
Budget-constrained002 against Degreed
Scale-constrained002 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.

Across every category in the October 2026 Edition, Absorb LMS and Degreed were named in the same answer thirty times, of the 239 answers naming Absorb LMS and the 156 naming Degreed. In those answers Degreed took the first choice nine times and Absorb LMS one.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Absorb LMS and Degreed stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Absorb LMS Degreed first choice named as an alternative argued againstblank: not namedEach cell is one answer, Absorb LMS on the left and Degreed on the right.

The direct prompt

The plain question, one answer per model, grouped by where Absorb LMS and Degreed stood in it.

Absorb LMS first, Degreed not the choice

5 of 14 modelsDegreed was named in the answer but not as the choice, or not at all.
Grok 4.1 FastAbsorb LMS alternatives: 360Learning, Docebo
Qwen 3.7 FlashAbsorb LMS alternatives: Docebo, iSpring Learn
GLM 4.7 FlashXAbsorb LMS alternatives: 360Learning, Adobe Learning Manager, Docebo, Go1, TalentLMS
MiniMax M2.5Absorb LMS alternatives: Continu, GoSkills, Learn Amp, TalentLMS
Muse Glimmer 30BAbsorb LMS alternatives: Continu, Learn Amp

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Learn Amp alternatives: 360Learning, Absorb LMS, Docebo
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
DeepSeek V4 Flash360Learning alternatives: Absorb LMS, LearnUpon, TalentLMS
Kimi K2360Learning, LearnUpon alternatives: Absorb LMS, Docebo, Litmos

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Mistral SmallSAP SuccessFactors HCM, TalentLMS alternatives: LearnWorlds, Thinkific
Llama 4 MaverickSAP SuccessFactors HCM alternatives: Kajabi, LearnDash, LearnWorlds, TalentLMS, Teachable, Thinkific
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
Absorb LMS leads by two points.
Absorb LMS2%#7 of 11
Degreed0%#9 of 11
The full small business standing →
Mid-marketThe figures above
Absorb LMS leads by ten points.
Absorb LMS12%#4 of 10
Degreed2%#7 of 10
The full mid-market standing →
Enterprise
The order flips: Degreed leads at enterprise.
Degreed16%#2 of 7
Absorb LMS8%#5 of 7
The full enterprise standing →

What the models said about Absorb LMS

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.

“Specifically designed for mid-market to enterprise teams needing scalable learning across employees, partners, and customers.” MiniMax M2.5 · direct prompt · first choice
“Absorb LMS is the most cited mid-market to enterprise choice for training employees + partners + customers” Muse Glimmer 30B · 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

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.