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Learning experience platforms · October 2026 Edition

Docebo vs Degreed

Zero of fourteen models named Docebo first on the direct prompt; zero named Degreed. Both were named by all fourteen models and Docebo carries 44 labels and Degreed 29, so the shares are not directly comparable.

Docebo

criticized challenger

Named in seven categories this edition.

Degreed

criticized challenger

Named in four categories this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate30%45%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 10; printed, not drawn.
Labels4429A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Docebo 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 Docebo · 360Learning vs Degreed · GoSkills vs Docebo

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.
DoceboFirst choices, of fourteen modelsDegreed
Direct001 against Docebo
Paraphrase113 against Docebo · 2 against Degreed
Comparative151 against Docebo
Budget-constrained002 against Docebo · 2 against Degreed
Scale-constrained002 against Degreed
Negative006 against Docebo · 7 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, Docebo and Degreed were named in the same answer 103 times, of the 373 answers naming Docebo and the 156 naming Degreed. In those answers Degreed took the first choice twenty times and Docebo fifteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Docebo 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
Docebo Degreed first choice named as an alternative argued againstblank: not namedEach cell is one answer, Docebo on the left and Degreed on the right.

The direct prompt

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

Neither was the first choice, one was named

9 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
Grok 4.1 FastAbsorb LMS alternatives: 360Learning, Docebo
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

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
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
MiniMax M2.5Absorb LMS alternatives: Continu, GoSkills, Learn Amp, TalentLMS
Muse Glimmer 30BAbsorb LMS alternatives: Continu, Learn Amp

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.
Docebo0%#11 of 11
Degreed0%#9 of 11
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Docebo2%#6 of 10
Degreed2%#7 of 10
The full mid-market standing →
Enterprise
Docebo leads by twenty-four points.
Docebo40%#1 of 7
Degreed16%#2 of 7
The full enterprise standing →

What the models said about Docebo

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

“Frequently cautioned against” DeepSeek V4 Flash · negative prompt · hard negative
“These platforms are the gold standards for massive global enterprises, but they present major roadblocks for smaller or leaner teams.” Gemini 3.5 Flash · negative prompt · soft negative
“Docebo is feature-rich and highly configurable, though that depth comes with a corresponding administrative learning curve” Claude Haiku 4.5 · comparative prompt · soft negative
“Docebo is widely considered the market leader in the LXP space.” GLM 4.7 FlashX · comparative 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.