One of fourteen models named TalentLMS first on the direct prompt; three named Absorb LMS. TalentLMS was named by twelve of the fourteen models and Absorb LMS by fourteen and TalentLMS carries 26 labels and Absorb LMS 34, so the shares are not directly comparable.
Named in eight categories this edition.
Named in five 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.
Across every category in the November 2026 Edition, TalentLMS and Absorb LMS were named in the same answer 150 times, of the 456 answers naming TalentLMS and the 257 naming Absorb LMS. In those answers Absorb LMS took the first choice twenty-one times and TalentLMS twenty.
| 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.
No label in this category carried a quote.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“significantly cheaper than enterprise options like Docebo or Absorb LMS” Grok 4.20 · budget prompt · soft negative
“Absorb LMS | Compliance features | May be over-featured” Kimi K2 · scale prompt · soft negative
“The Best All-Rounder: Absorb LMS ... widely considered the "Goldilocks" option for the mid-market B2B sector.” Qwen 3.7 Flash · 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.