Zero of twelve models named TalentLMS first on the direct prompt; zero named Absorb LMS. Both were named by all twelve models and TalentLMS carries 47 labels and Absorb LMS 27, so the shares are not directly comparable.
Named in three 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 twelve 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 September 2026 Edition, TalentLMS and Absorb LMS were named in the same answer thirty-five times, of the 128 answers naming TalentLMS and the 59 naming Absorb LMS. In those answers Absorb LMS took the first choice two times and TalentLMS five.
| 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 |
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.
“Safer Alternatives to Consider | TalentLMS | Transparent pricing (starts at $119/month), free plan available, quick deployment” Kimi K2 · negative prompt · first choice
“If you want a formal "Academy" feel ... without enterprise-level prices, TalentLMS is the industry standard.” Gemini 3.5 Flash · budget prompt · first choice
“The best customer education platform for a company with a limited budget is TalentLMS, which offers a free plan” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Absorb LMS (Best Overall for SaaS & Service Companies)” Qwen 3.7 Flash · paraphrase prompt · first choice
“Best if you want strong learner experience and branded customer portals, and can handle a bit more setup: Absorb LMS” GPT-5.4 mini · paraphrase prompt · alternative
“Best for: Teams looking for automated administrative workflows and native course-authoring features.” Gemini 3.5 Flash · comparative prompt · alternative
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.