One of fourteen models named NAVEX One first on the direct prompt; two named Whistleblower Software. NAVEX One was named by fourteen of the fourteen models and Whistleblower Software by eight and NAVEX One carries 36 labels and Whistleblower Software 17, 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.
Across every category in the October 2026 Edition, NAVEX One and Whistleblower Software were named in the same answer twenty-eight times, of the 106 answers naming NAVEX One and the 44 naming Whistleblower Software. In those answers Whistleblower Software took the first choice three times and NAVEX One four.
| 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. Six of eight in this category shown.
“Avoid enterprise platforms like NAVEX (thousands per month)” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid NAVEX One unless you need the full GRC stack ... it can be disproportionately expensive and complex for mid-market needs.” DeepSeek V4 Flash · direct prompt · soft negative
“it is often not the best fit for a mid-market B2B company... expensive, the interface can feel outdated” Gemini 3.5 Flash · direct prompt · soft negative
“NAVEX is the incumbent leader, particularly for public companies and organizations subject to strict regulations like Sarbanes-Oxley (SOX).” Qwen 3.7 Flash · comparative prompt · first choice
“Best for: Large multinational enterprises requiring comprehensive compliance suites ... Industry-leading scale with 10M+ reports processed” Kimi K2 · comparative prompt · first choice
“The "Gold Standard" All-in-One: NAVEX One (EthicsPoint) ... its "One" platform scales well for mid-sized firms that plan to grow.” Qwen 3.7 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Solid mid-tier with advanced encryption/case workflows, but pricier starter.” Grok 4.1 Fast · budget prompt · soft negative
“the best whistleblowing and investigation platform for a mid-market B2B company is Whistleblower Software (by Formalize)” GLM 4.7 FlashX · direct prompt · first choice
“looks like the strongest low-cost option from the pricing I found” GPT-5.4 mini · budget prompt · first choice
“Best Overall for Mid-Market Compliance & Simplicity” Grok 4.1 Fast · 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.