Zero of fourteen models named Whistlelink first on the direct prompt; three named Whispli. Whistlelink was named by thirteen of the fourteen models and Whispli by eight and Whistlelink carries 30 labels and Whispli 12, 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 October 2026 Edition, Whistlelink and Whispli were named in the same answer nineteen times, of the 92 answers naming Whistlelink and the 57 naming Whispli. In those answers Whispli took the first choice four times and Whistlelink six.
| 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 | ||||||
| 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. Four of five in this category shown.
“"Cliff pricing". Moving from one headcount band to the next ... can result in a steep jump in monthly costs.” Gemini 3.5 Flash · budget prompt · soft negative
“For most small businesses, Whistlelink and EthicsPoint Essentials are the best balance of affordability, ease of use, and compliance.” Mistral Small · budget prompt · first choice
“Popular options for your scale include FaceUp, Whistlelink, and Vault Platform for their balance of features and affordability.” Grok 4.1 Fast · scale prompt · first choice
“Whistlelink and FaceUp stand out as the best whistleblowing and investigation platforms based on affordability” Grok 4.1 Fast · budget 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.
“if you want a single default recommendation, I'd lean Whispli for mid-market B2B” GPT-5.4 mini · direct prompt · first choice
“Whispli is the most commonly cited best-fit for mid-market teams” Muse Glimmer 30B · paraphrase prompt · first choice
“the strongest all-around choice is usually Whispli” Perplexity Sonar · 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.