Learning experience platforms · September 2026 Edition
Docebo vs Litmos
Two of twelve models named Docebo first on the direct prompt; zero named Litmos. Docebo was named by twelve of the twelve models and Litmos by eight and Docebo carries 37 labels and Litmos 10, so the shares are not directly comparable.
Named in eight categories this edition.
Named in two categories this edition.
First-choice share11%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%20%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 11; printed, not drawn.
Labels3710A 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.360Learning was named alongside these two in ten of the twelve direct answers. Learn Amp vs Docebo · Learn Amp vs Litmos · 360Learning vs Docebo
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
DoceboFirst choices, of twelve modelsLitmos
Direct20
Paraphrase31
Comparative001 against Litmos
Budget-constrained002 against Docebo
Scale-constrained00
Negative003 against Docebo · 1 against Litmos
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
Every model, every framing
The seventy-two answers behind the chart above, one cell each: where Docebo and Litmos 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 | |
Docebo Litmos first choice named as an alternative argued againstblank: not namedEach cell is one answer, Docebo on the left and Litmos on the right.The direct prompt
The plain question, one answer per model, grouped by where Docebo and Litmos stood in it.
Docebo first, Litmos not the choice
2 of 12 modelsLitmos was named in the answer but not as the choice, or not at all.GPT-5.4 miniDocebo alternatives: 360Learning, Seismic Learning, Thought Industries
Gemini 3.5 FlashDocebo alternatives: 360Learning, Learn Amp, Sana Learn
Neither was the first choice, one was named
7 of 12 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Learn Amp alternatives: 360Learning, Absorb LMS, Continu, Docebo
Grok 4.1 FastAbsorb LMS alternatives: 360Learning, Docebo, LearnUpon
DeepSeek V4 FlashLearn Amp alternatives: 360Learning, Absorb LMS, Docebo
Qwen 3.7 FlashAbsorb LMS alternatives: 360Learning, Docebo, LearnUpon
Kimi K2GoSkills, Learn Amp alternatives: 360Learning, Absorb LMS, Litmos
GLM 4.7 FlashXLearn Amp alternatives: 360Learning, Absorb LMS, Docebo
MiniMax M2.5Learn Amp alternatives: Absorb LMS, Docebo, GoSkills, Litmos
Neither was named
3 of 12 modelsThe answer made no first choice from these two in this category.Perplexity SonarLearn Amp alternatives: 360Learning, Absorb LMS, LearnUpon
Mistral SmallLearn Amp alternatives: 360Learning, ProProfs Training Maker
Llama 4 MaverickLearn Amp alternatives: TechClass, Thinkific
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
Mid-marketThe figures above
The order flips: Docebo leads at mid-market.
Docebo11%#4 of 11Litmos2%#7 of 11Enterprise
What the models said about Docebo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Avoid enterprise LXPs (Degreed, Docebo, Cornerstone, Learnerbly, Skillsoft)” DeepSeek V4 Flash · budget prompt · hard negative
“Docebo can be incredibly expensive... admins frequently complain about system bugs following platform updates” Gemini 3.5 Flash · negative prompt · soft negative
“heavily enterprise-focused. They typically operate on quote-only pricing with minimum license requirements” Gemini 3.5 Flash · budget prompt · soft negative
“Litmos and Docebo are often highlighted for their scalability, ease of integration, and comprehensive feature sets” Mistral Small · paraphrase prompt · first choice
“Docebo is the industry leader.... Best for External Customer & Partner Training (Extended Enterprise)” Gemini 3.5 Flash · direct prompt · first choice
What the models said about Litmos
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“usually considered more LMS-oriented, but often part of LXP evaluations depending on the use case” GPT-5.4 mini · comparative prompt · soft negative
“Frequently described as "dated and clunky" with limited customization, weak reporting/analytics” Kimi K2 · negative prompt · soft negative
“Litmos and Docebo are often highlighted for their scalability, ease of integration, and comprehensive feature sets” Mistral Small · paraphrase prompt · first choice
Also compared
Learn Amp vs DoceboLearn Amp vs Litmos360Learning vs Docebo360Learning vs LitmosGoSkills vs DoceboGoSkills vs LitmosDocebo vs TalentLMSDocebo vs Absorb LMSDocebo vs Udemy BusinessTalentLMS vs LitmosAbsorb LMS vs LitmosLitmos 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.