Two of fourteen models named Docebo first on the direct prompt; zero named Moodle LMS. Both were named by all fourteen models and Docebo carries 49 labels and Moodle LMS 42, so the shares are not directly comparable.
Named in nine categories this edition.
Named in one category this edition.
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 management systems page.
Across every category in the November 2026 Edition, Docebo and Moodle LMS were named in the same answer fifty-four times, of the 407 answers naming Docebo and the 98 naming Moodle LMS. In those answers Moodle LMS took the first choice six times and Docebo eight.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ML | ML | ||||
| GPT-5.4 mini | ML | |||||
| Gemini 3.5 Flash | ML | |||||
| Perplexity Sonar | ML | ML | ||||
| Grok 4.20 | ||||||
| Mistral Small | ML | |||||
| DeepSeek V4 Flash | ML | ML | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ML | |||||
| Kimi K2 | ML | ML | ||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ML | |||||
| Muse Glimmer 30B | ML | ML |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best Overall for Scalability & AI: Docebo ... consistently ranks as the top choice for mid-market to enterprise organizations” Qwen 3.7 Flash · direct prompt · first choice
“Known for its AI-driven content delivery and extensive features, making it a top choice for employee training and upskilling.” Mistral Small · comparative prompt · first choice
“Best AI-powered LMS. Heavily invested in AI features for content creation, personalization, and admin automation.” DeepSeek V4 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Blackboard and Moodle (for corporate use) are the most frequently cited platforms for dissatisfaction in user reviews.” DeepSeek V4 Flash · negative prompt · hard negative
“This semester, I've been working with Moodle, and I must say, it's been a frustrating experience. The platform is incredibly sluggish, excessively complex, and feels quite disorganized.” Muse Glimmer 30B · negative prompt · soft negative
“repeatedly called out for its complex setup, outdated default UI (cluttered and unappealing), sluggish performance on mobile, and steep learning curve” Grok 4.20 · negative prompt · soft negative
“Best low-cost starting point: MoodleCloud Starter—if you have 50 or fewer employees” GPT-6 Luna · budget prompt · first choice
“For maximum flexibility and budget constraints, Moodle is excellent.” MiniMax M2.5 · comparative prompt · first choice
“If you need total control and have an IT team, choose Moodle.” Qwen 3.7 Flash · comparative prompt · first choice
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.