One of fourteen models named TalentLMS first on the direct prompt; two named Thought Industries. TalentLMS was named by fourteen of the fourteen models and Thought Industries by thirteen and TalentLMS carries 40 labels and Thought Industries 41, so the shares are not directly comparable.
Named in two 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 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 November 2026 Edition, TalentLMS and Thought Industries were named in the same answer forty-four times, of the 136 answers naming TalentLMS and the 112 naming Thought Industries. In those answers Thought Industries took the first choice two times and TalentLMS eighteen.
| 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 |
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.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid enterprise tools like Skilljar, Docebo, or Thought Industries” Grok 4.20 · budget prompt · hard negative
“Avoid (Enterprise-Only Pricing)” Kimi K2 · budget prompt · hard negative
“Lower average rating than peers; reviews mention needs for better reporting, dashboards, and functionality.” Grok 4.20 · negative prompt · soft negative
“Thought Industries is frequently cited as the mid-market specialist with flexible API and white-label academy.” Muse Glimmer 30B · direct prompt · first choice
“Thought Industries ⭐ Best Overall for Mid-Market B2B” Kimi K2 · direct prompt · first choice
“Thought Industries is better for organizations operating several branded academies or selling professional education.” Perplexity Sonar · 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.