Coggno vs Ethena
One of twelve models named Coggno first on the direct prompt; one named Ethena. Coggno was named by nine of the twelve models and Ethena by eleven and Coggno carries 21 labels and Ethena 17, 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.
By framing
CoggnoFirst choices, of twelve modelsEthena
Every model, every framing
| 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 | | | |
Coggno Ethena first choice named as an alternative argued againstblank: not namedEach cell is one answer, Coggno on the left and Ethena on the right.The direct prompt
Coggno first, Ethena not the choice
1 of 12 modelsEthena was named in the answer but not as the choice, or not at all.Ethena first, Coggno not the choice
1 of 12 modelsCoggno was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
What the models said about Coggno
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“1. Coggno: Provides 10,000+ pre-built compliance courses, HRIS sync, and state-specific harassment versions in a single per-seat subscription.” Llama 4 Maverick · direct prompt · first choice
“If you have zero budget for software and just need to buy a few specific compliance courses: Go with Coggno.” Gemini 3.5 Flash · budget prompt · first choice
“Coggno gives you the best combination of price, ready-made content, and essential reporting features.” MiniMax M2.5 · budget prompt · first choice
What the models said about Ethena
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
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.