Two of fourteen models named Traliant first on the direct prompt; zero named SC Training. Traliant was named by fourteen of the fourteen models and SC Training by twelve and Traliant carries 39 labels and SC Training 14, so the shares are not directly comparable.
Named in one category 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. Four of five in this category shown.
“one commenter said "Traliant is completely worthless." ... criticism about dated videos and a clunky admin platform” Muse Glimmer 30B · negative prompt · soft negative
“Traliant is the gold standard for US harassment training content and state-specific compliance.” Muse Glimmer 30B · paraphrase prompt · first choice
“I'd recommend Traliant as a strong top choice for harassment prevention training” Grok 4.1 Fast · paraphrase prompt · first choice
“I'd recommend Traliant as your top choice for a mid-sized B2B company” GLM 4.7 FlashX · paraphrase 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.