Zero of fourteen models named LearnWorlds first on the direct prompt; two named Absorb LMS. LearnWorlds was named by twelve of the fourteen models and Absorb LMS by thirteen and LearnWorlds carries 29 labels and Absorb LMS 44, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories 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 Customer education and LMS page.
Across every category in the November 2026 Edition, LearnWorlds and Absorb LMS were named in the same answer thirty-one times, of the 90 answers naming LearnWorlds and the 99 naming Absorb LMS. In those answers Absorb LMS took the first choice four times and LearnWorlds seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 |
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 five in this category shown.
“surface those kinds of complaints for multiple tools, including LearnWorlds, DigitalChalk, and Continu” GPT-5.4 mini · negative prompt · soft negative
“Strong all-rounder for engaging, branded academies; good UX, interactive tools, e-commerce, and white-label. Often praised for customer training.” Grok 4.20 · scale prompt · first choice
“LearnWorlds starts at $24/mo, making it the most budget-friendly way to launch a branded academy” Claude Haiku 4.5 · budget prompt · first choice
“TalentLMS and LearnWorlds are the top recommendations for companies with limited budgets” Mistral Small · budget 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.
“Avoid pure internal-focused LMS like Absorb or Cornerstone unless customer training is secondary.” Grok 4.20 · paraphrase prompt · hard negative
“be cautious with Absorb LMS due to its limited features and customization” Mistral Small · negative prompt · hard negative
“Users repeatedly flag limited functionality for content development and limited customization options that are "cumbersome and time-consuming to navigate."” Muse Glimmer 30B · negative prompt · soft negative
“Alternative: Dedicated Customer Education (CE) platforms like Absorb, LearnUpon, or Thinkific are built for external audiences.” Qwen 3.7 Flash · negative prompt · first choice
“Self-paced academy with strong certification and partner enablement: Thought Industries or Absorb LMS.” Muse Glimmer 30B · direct prompt · first choice
“I'd recommend starting with LearnUpon or Absorb LMS as they lead the market” GLM 4.7 FlashX · direct 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.