Two of fourteen models named Ethena first on the direct prompt; five named Absorb LMS. Ethena was named by ten of the fourteen models and Absorb LMS by ten and both carry 17 labels, so the shares below are directly comparable.
Named in one category this edition.
Named in five 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 4.20 | ||||||
| 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. Three of four in this category shown.
“Popular for modern, high-engagement compliance training (harassment, DE&I, cybersecurity) with deep HRIS integrations and automated state-by-state compliance logic.” Gemini 3.5 Flash · scale prompt · first choice
“Best Overall for Modern HR, Ethics & Mandatory Compliance: Ethena” Gemini 3.5 Flash · direct prompt · first choice
“Ethena — *Best Overall for Modern B2B & Tech Companies*” Gemini 3.5 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Absorb LMS is the strongest option for mid-market companies (roughly 200 to 2,000 employees) that need a real compliance infrastructure” Claude Haiku 4.5 · direct 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.