LearnUpon vs TalentLMS
Five of fourteen models named LearnUpon first on the direct prompt; one named TalentLMS. Both were named by all fourteen models and LearnUpon carries 39 labels and TalentLMS 40, 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.
By framing
LearnUponFirst choices, of fourteen modelsTalentLMS
Across every category in the November 2026 Edition, LearnUpon and TalentLMS were named in the same answer forty-six times, of the 94 answers naming LearnUpon and the 136 naming TalentLMS. In those answers TalentLMS took the first choice eighteen times and LearnUpon ten.
Every model, every framing
| 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 | | | | |
LearnUpon TalentLMS first choice named as an alternative argued againstblank: not namedEach cell is one answer, LearnUpon on the left and TalentLMS on the right.The direct prompt
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.LearnUpon first, TalentLMS an alternative
4 of 14 modelsTalentLMS was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
TalentLMS56%#1 of 12LearnUpon2%#4 of 12LearnUpon20%#2 of 13TalentLMS18%#3 of 13What the models said about LearnUpon
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-Only Pricing)” Kimi K2 · budget prompt · hard negative
“pricing is custom quote, so it's usually less attractive on a tight budget” GPT-5.4 mini · budget prompt · soft negative
“LearnUpon and Skilljar are highly recommended, with LearnUpon being the new leader in the GTM AI Recommendation Index since September 2026” Llama 4 Maverick · paraphrase prompt · first choice
“Dedicated Customer Education (CE) platforms like Absorb, LearnUpon, or Thinkific are built for external audiences.” Qwen 3.7 Flash · negative prompt · first choice
“I'd suggest starting with LearnUpon or TalentLMS for their balance of features, ease of use, and pricing.” MiniMax M2.5 · direct prompt · first choice
What the models said about TalentLMS
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“scrutinize their enterprise controls, CRM integrations, customer-data isolation, and scalability before using them for complex B2B education” Perplexity Sonar · negative prompt · soft negative
“It's usually stronger for SMBs than for deeper customer-education workflows.” GPT-5.4 mini · paraphrase prompt · soft negative
“Less purpose-built for sophisticated customer-education operations” Perplexity Sonar · paraphrase prompt · soft negative
“I'd suggest starting with LearnUpon or TalentLMS for their balance of features, ease of use, and pricing.” MiniMax M2.5 · direct prompt · first choice
“If you want a balance of ease of use, strong support, and straightforward pricing → TalentLMS.” GLM 4.7 FlashX · paraphrase prompt · first choice
“If you have <5 users and want zero cost: Start with TalentLMS Free or Teachable Free” GLM 4.7 FlashX · 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.