Five of twelve models named Skilljar first on the direct prompt; zero named Absorb LMS. Both were named by all twelve models and Skilljar carries 47 labels and Absorb LMS 27, so the shares are not directly comparable.
Named in one category 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, Skilljar and Absorb LMS were named in the same answer forty-three times, of the 140 answers naming Skilljar and the 59 naming Absorb LMS. In those answers Absorb LMS took the first choice one time and Skilljar twenty-three.
| 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. Six of eight in this category shown.
“Enterprise platforms (Skilljar, Thought Industries, Docebo): Start at $25,000+/year” Kimi K2 · budget prompt · hard negative
“Avoid expensive enterprise-only tools like Gainsight/Skilljar-style platforms” GPT-5.4 mini · budget prompt · hard negative
“Avoid enterprise tools (Skilljar, Docebo, LearnUpon, Thought Industries)” DeepSeek V4 Flash · budget prompt · hard negative
“Skilljar is one of the most established names in customer education... is a top choice for B2B SaaS companies with dedicated customer education teams.” Claude Haiku 4.5 · direct prompt · first choice
“Historically the undisputed "gold standard" for external B2B training... 👉 Choose Skilljar. Its integration depth ... are unmatched.” Gemini 3.5 Flash · direct prompt · first choice
“For most mid-market B2B companies, Skilljar, WorkRamp, or Northpass (if using Gainsight) would be the strongest choices” MiniMax M2.5 · direct 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.