Nine of fourteen models named LearnUpon first on the direct prompt; zero named Thinkific. LearnUpon was named by thirteen of the fourteen models and Thinkific by ten and LearnUpon carries 37 labels and Thinkific 22, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 Customer education and LMS page.
Across every category in the October 2026 Edition, LearnUpon and Thinkific were named in the same answer fourteen times, of the 81 answers naming LearnUpon and the 70 naming Thinkific. In those answers Thinkific took the first choice one time and LearnUpon one.
| 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. Six of seven in this category shown.
“Other notable (but pricier) options to avoid for now ... costly for small teams” GLM 4.7 FlashX · budget prompt · hard negative
“Avoid enterprise platforms (Skilljar, Docebo, Thought Industries, LearnUpon)” DeepSeek V4 Flash · budget prompt · hard negative
“lacks customization features and flexible learning paths” Claude Haiku 4.5 · negative prompt · soft negative
“Pure customer academy with certifications, cohort management and CSM integrations → Skilljar or LearnUpon” Muse Glimmer 30B · direct prompt · first choice
“### 1. LearnUpon (Mid-Market Specialist) ... Specifically designed for mid-market B2B SaaS companies” GLM 4.7 FlashX · paraphrase prompt · first choice
“Absorb LMS and LearnUpon are generally the most recommended platforms for customer training.” Qwen 3.7 Flash · 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.
“They are generally not a clean fit for branded academies with formal certification tracking, partner onboarding, SSO provisioning, and compliance reporting.” Muse Glimmer 30B · negative prompt · soft negative
“though it may have limitations in terms of separate environments for different user groups” Mistral Small · paraphrase prompt · soft negative
“lower-tier SMB options (like TalentLMS or Thinkific) may trigger security red flags” Gemini 3.5 Flash · direct prompt · soft negative
“I'd suggest starting with Thinkific Plus (if you want simplicity and good value) or Skilljar” MiniMax M2.5 · paraphrase prompt · first choice
“Start with Thinkific Free or Teachable Free” MiniMax M2.5 · budget prompt · first choice
“Thinkific (Best Overall for Flat-Rate Scaling)” Gemini 3.5 Flash · budget 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.