Zero of fourteen models named TalentLMS first on the direct prompt; zero named SC Training. TalentLMS was named by fourteen of the fourteen models and SC Training by twelve and TalentLMS carries 24 labels and SC Training 14, so the shares are not directly comparable.
Named in seven categories this edition.
Named in three 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 compliance training page.
| 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. One of one in this category shown.
“TalentLMS is the most-cited affordable all-rounder for small teams."TalentLMS is the strongest all-round pick under forty people"” Muse Glimmer 30B · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“likely to be a lightweight platform such as SC Training or Coassemble, which offer straightforward programs and are budget-friendly” Llama 4 Maverick · budget prompt · first choice
“For most small companies with a tight budget, I'd recommend starting with SC Training (EdApp).” DeepSeek V4 Flash · budget prompt · first choice
“EasyLlama and SC Training are excellent choices for very small teams” Mistral Small · 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.