Three of twelve models named LearnUpon first on the direct prompt; five named Skilljar. Both were named by all twelve models and LearnUpon carries 43 labels and Skilljar 47, 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.
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. Five of six in this category shown.
“Avoid enterprise tools (Skilljar, Docebo, LearnUpon, Thought Industries)” DeepSeek V4 Flash · budget prompt · hard negative
“No native content authoring ... Per-portal pricing adds up” Kimi K2 · negative prompt · soft negative
“my default recommendation would be LearnUpon if your main goal is customer training / extended enterprise learning” GPT-5.4 mini · paraphrase prompt · first choice
“A very popular mid-market choice with excellent multi-tenant "portal" features” Gemini 3.5 Flash · scale prompt · first choice
“I'd recommend LearnUpon as the safest all-around choice” Perplexity Sonar · paraphrase 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.
“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
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.