One of fourteen models named Ethico first on the direct prompt; one named Whispli. Ethico was named by nine of the fourteen models and Whispli by seven and Ethico carries 12 labels and Whispli 13, 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 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.
Across every category in the November 2026 Edition, Ethico and Whispli were named in the same answer twelve times, of the 30 answers naming Ethico and the 49 naming Whispli. In those answers Whispli took the first choice one time and Ethico 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 4.20 | ||||||
| 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.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Whispli – *Best Overall for Modern & User-Friendly Case Management*” Gemini 3.5 Flash · paraphrase prompt · first choice
“request demos from Whispli and FaceUp” Gemini 3.5 Flash · direct prompt · first choice
“Whispli is an enterprise whistleblowing and case-management platform with AI-powered voice intake and transcription” Claude Haiku 4.5 · 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.