Zero of fourteen models named GoSkills first on the direct prompt; five named Absorb LMS. GoSkills was named by thirteen of the fourteen models and Absorb LMS by twelve and GoSkills carries 20 labels and Absorb LMS 25, so the shares are not directly comparable.
Named in four categories this edition.
Named in six 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 learning experience platforms page.
| 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 | ||||||
| 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. Three of four in this category shown.
“For the tightest budget, start with GoSkills or TalentLMS - both offer free plans or very affordable entry points.” MiniMax M2.5 · budget prompt · first choice
“GoSkills and TalentLMS are frequently cited as the top choices for companies with limited budgets.” Qwen 3.7 Flash · budget prompt · first choice
“For a limited budget the platform that is consistently called out for small-business LXP use is GoSkills.” Muse Glimmer 30B · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Specifically designed for mid-market to enterprise teams needing scalable learning across employees, partners, and customers.” MiniMax M2.5 · direct prompt · first choice
“Absorb LMS is the most cited mid-market to enterprise choice for training employees + partners + customers” Muse Glimmer 30B · 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.