Three of fourteen models named TalentLMS first on the direct prompt; zero named Moodle LMS. Both were named by all fourteen models and TalentLMS carries 63 labels and Moodle LMS 42, so the shares are not directly comparable.
Named in eight 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, TalentLMS and Moodle LMS were named in the same answer seventy-seven times, of the 456 answers naming TalentLMS and the 98 naming Moodle LMS. In those answers Moodle LMS took the first choice six times and TalentLMS thirty-six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ML | |||||
| GPT-5.4 mini | ML | |||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ML | |||||
| Grok 4.20 | ||||||
| Mistral Small | ML | |||||
| DeepSeek V4 Flash | ML | |||||
| Llama 4 Maverick | ML | |||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ML | |||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ML | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | 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. Four of four in this category shown.
“I'd test whether its audience separation and reporting meet your needs before choosing it for a complex external-training program.” GPT-6 Luna · paraphrase prompt · soft negative
“it's usually not my first pick if you have more complex reporting, permissions, or scaling needs” GPT-5.4 mini · direct prompt · soft negative
“TalentLMS is often recommended as the sweet spot for budget-conscious companies needing a fully managed solution with professional features.” Claude Haiku 4.5 · budget prompt · first choice
“For a mid-sized B2B company seeking a balance of affordability, ease of use, and scalability, TalentLMS is a top pick.” Mistral Small · paraphrase 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.