# Whistleblower Software vs Case IQ: which do AI models recommend for whistleblowing, October 2026

HR AI Recommendation Index, October 2026 Edition, Whistleblowing and investigations. Two of fourteen models named Whistleblower Software first on the direct prompt; one named Case IQ. Page: https://hr-ai-index.com/core/whistleblowing-and-investigations/whistleblower-software-vs-case-iq/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Whistleblower Software | 6% | #6 of 12 | 6% | 17 | 8 of 14 |
| Case IQ | 4% | #8 of 12 | 0% | 11 | 8 of 14 |

## The direct prompt, model by model

- Grok 4.1 Fast: whistleblower software first (first choices: Whistleblower Software) (alternatives: FaceUp, NAVEX One)
- GLM 4.7 FlashX: whistleblower software first (first choices: Whistleblower Software) (alternatives: EQS Integrity Line, NAVEX One, Whistlelink)
- GPT-6 Luna: case iq first (first choices: Case IQ) (alternatives: Ethico, HR Acuity, NAVEX One)
- GPT-5.4 mini: neither first, one named (first choices: Whispli) (alternatives: Ethico, SpeakUp, Whistleblower Software)
- Gemini 3.5 Flash: neither first, one named (first choices: FaceUp) (alternatives: HR Acuity, Whistleblower Software, Whistlelink)
- Perplexity Sonar: neither first, one named (first choices: Whispli) (alternatives: FaceUp, NAVEX One, Whistleblower Software)
- DeepSeek V4 Flash: neither first, one named (first choices: FaceUp) (alternatives: Case IQ, WeMoral, Whistleblower Software)
- Muse Glimmer 30B: neither first, one named (first choices: FaceUp) (alternatives: AllVoices, Case IQ, WhistleBlower Security)
- Claude Haiku 4.5: neither named (first choices: FaceUp) (alternatives: AllVoices, SpeakUp Report, VoxWel, Whispli)
- Mistral Small: neither named (first choices: FaceUp) (alternatives: AllVoices, Safecall)
- Llama 4 Maverick: neither named (first choices: Ordio) (alternatives: NAVEX One, NotMe, WhistleBlower Security)
- Qwen 3.7 Flash: neither named (first choices: Whispli) (alternatives: AllVoices, Ethico)
- Kimi K2: neither named (first choices: FaceUp) (alternatives: EQS Integrity Line, Ethicontrol)
- MiniMax M2.5: neither named (first choices: FaceUp, NAVEX One) (alternatives: OneTrust EthicalTrack)

## What the models said about Whistleblower Software

- "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)

## What the models said about Case IQ

- "Best overall fit: Case IQ — ... I would choose Case IQ because the available results emphasize the core features a mid-sized company usually needs most" (Perplexity Sonar, paraphrase prompt, first choice)
- "My default pick: Case IQ" (GPT-6 Luna, direct prompt, first choice)
- "A useful candidate when investigation handling and reporting are as important as the reporting channel itself." (GPT-6 Luna, comparative prompt, alternative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.