One of twelve models named Ethena first on the direct prompt; zero named Emtrain. Ethena was named by eleven of the twelve models and Emtrain by ten and Ethena carries 17 labels and Emtrain 16, so the shares are not directly comparable.
Named in one category 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 twelve 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.
Across every category in the September 2026 Edition, Ethena and Emtrain were named in the same answer twenty times, of the 50 answers naming Ethena and the 36 naming Emtrain. In those answers Emtrain took the first choice one time and Ethena 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 |
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.
“Emerging, less proven at scale” Grok 4.1 Fast · comparative prompt · soft negative
“Ethena – Best Overall for Modern B2B & Tech Companies” Gemini 3.5 Flash · direct prompt · first choice
“Reputable alternatives (high-rated in comparisons): Traliant, Emtrain, Ethena, BizLibrary, Vector Solutions” Grok 4.1 Fast · negative prompt · alternative
“AI-powered platform with engaging content, phishing simulations, and anonymous reporting.” DeepSeek V4 Flash · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Rated 2.3/5 stars on Trustpilot, with complaints about deteriorating customer service and cumbersome user interface” GLM 4.7 FlashX · negative prompt · hard negative
“Emtrain (Best Overall for Culture & Analytics)” GLM 4.7 FlashX · paraphrase prompt · first choice
“Reputable alternatives (high-rated in comparisons): Traliant, Emtrain, Ethena, BizLibrary, Vector Solutions” Grok 4.1 Fast · negative prompt · alternative
“Highly interactive, scenario-based training: SHRM or a provider like Emtrain may be better suited.” GPT-5.4 mini · paraphrase 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.