One of fourteen models named FaceUp first on the direct prompt; one named Ethico. FaceUp was named by eleven of the fourteen models and Ethico by nine and FaceUp carries 28 labels and Ethico 12, so the shares are not directly comparable.
Named in two categories 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 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 whistleblowing and investigations 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.
“If you need a platform that is easy to set up and use, FaceUp is a strong choice.” Mistral Small · budget prompt · first choice
“FaceUp is called out as the best practical fit for mid-size teams.” Muse Glimmer 30B · paraphrase prompt · first choice
“request demos from Whispli and FaceUp” Gemini 3.5 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“my practical pick would be Ethico if you want the best balance of whistleblowing hotline + case management + human support” GPT-5.4 mini · direct prompt · first choice
“my default recommendation would be Ethico if you want a purpose-built ethics hotline plus case management in one platform” GPT-5.4 mini · paraphrase prompt · first choice
“I recommend Ethico as the top choice for an ethics hotline combined with case management.” Grok 4.20 · paraphrase 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.