Docebo vs Udemy Business
Two of twelve models named Docebo first on the direct prompt; zero named Udemy Business. Docebo was named by twelve of the twelve models and Udemy Business by eight and Docebo carries 37 labels and Udemy Business 15, so the shares are not directly comparable.
Named in eight categories this edition.
Named in three categories this edition.
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
DoceboFirst choices, of twelve modelsUdemy Business
Across every category in the September 2026 Edition, Docebo and Udemy Business were named in the same answer forty-seven times, of the 320 answers naming Docebo and the 195 naming Udemy Business. In those answers Udemy Business took the first choice four times and Docebo four.
Every model, every framing
| 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 Udemy Business first choice named as an alternative argued againstblank: not namedEach cell is one answer, Docebo on the left and Udemy Business on the right.The direct prompt
Docebo first, Udemy Business not the choice
2 of 12 modelsUdemy Business was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 12 modelsThe answer made no first choice from these two in this category.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
Udemy Business2%#5 of 8Docebo0%#7 of 8Docebo11%#4 of 11Udemy Business2%#8 of 11Docebo32%#1 of 7Udemy Business0%#– of 7What 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 Udemy Business
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Platforms with Notable Issues ... Udemy - Problems reported: Frequent website crashes, slow loading times, videos failing to play during lessons” MiniMax M2.5 · negative prompt · hard negative
“the reviewer warns that it does no vetting of instructors, so course quality can vary widely” Perplexity Sonar · negative prompt · hard negative
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.