# Whistleblowing and investigations: what AI models recommend, October 2026

HR AI Recommendation Index, October 2026 Edition. Asked as "whistleblowing and investigation platform" and as "ethics hotline and case management tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories. Page: https://hr-ai-index.com/core/whistleblowing-and-investigations/

**Standing:** FaceUp leads with 25% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | FaceUp | 25% | 0% | 33 |
| 2 | Whistlelink | 13% | 3% | 30 |
| 3 | NAVEX One | 8% | 22% | 36 |
| 4 | Whispli | 8% | 0% | 12 |
| 5 | GlobaLeaks | 6% | 11% | 18 |
| 6 | Whistleblower Software | 6% | 6% | 17 |
| 7 | AllVoices | 4% | 0% | 15 |
| 8 | Case IQ | 4% | 0% | 11 |
| 9 | EthicsPoint | 4% | 27% | 11 |
| 10 | Ethico | 2% | 7% | 15 |
| 11 | SecureDrop | 0% | 8% | 12 |
| 12 | SpeakUp | 0% | 15% | 13 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: FaceUp; alternatives AllVoices, SpeakUp Report, VoxWel, Whispli
- GPT-5.4 mini: Whispli; alternatives Ethico, SpeakUp, Whistleblower Software
- Gemini 3.5 Flash: FaceUp; alternatives HR Acuity, Whistleblower Software, Whistlelink
- Perplexity Sonar: Whispli; alternatives FaceUp, NAVEX One, Whistleblower Software
- Grok 4.1 Fast: Whistleblower Software; alternatives FaceUp, NAVEX One
- Mistral Small: FaceUp; alternatives AllVoices, Safecall
- DeepSeek V4 Flash: FaceUp; alternatives Case IQ, WeMoral, Whistleblower Software
- Llama 4 Maverick: Ordio; alternatives NAVEX One, NotMe, WhistleBlower Security
- Qwen 3.7 Flash: Whispli; alternatives AllVoices, Ethico
- Kimi K2: FaceUp; alternatives EQS Integrity Line, Ethicontrol
- GLM 4.7 FlashX: Whistleblower Software; alternatives EQS Integrity Line, NAVEX One, Whistlelink
- MiniMax M2.5: FaceUp, NAVEX One; alternatives OneTrust EthicalTrack
- GPT-6 Luna: Case IQ; alternatives Ethico, HR Acuity, NAVEX One
- Muse Glimmer 30B: FaceUp; alternatives AllVoices, Case IQ, WhistleBlower Security

## Sources the answers cite

76 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- ordio.com: 42 answers, 62 citations
- navex.com: 39 answers, 81 citations
- faceup.com: 36 answers, 69 citations
- guideflow.com: 32 answers, 35 citations
- whistlelink.com: 31 answers, 37 citations
- firsthr.app: 27 answers, 27 citations
- g2.com: 24 answers, 53 citations
- gartner.com: 24 answers, 25 citations

Pages named in the most answers:

- https://ordio.com/en/insights/guides/whistleblowing-software (41 answers)
- https://firsthr.app/compare/general/whistleblower-platform (27 answers)
- https://guideflow.com/blog/whistleblowing-software (27 answers)
- https://faceup.com/en/blog/best-whistleblowing-software-tools (25 answers)
- https://gartner.com/reviews/market/whistleblowing-software (23 answers)
- https://navex.com/en-us/platform/whistleblowing-software-solutions (23 answers)
- https://ordio.com/en/insights/ratgeber/whistleblowing-software (21 answers)
- https://elker.com/articles/whistleblowing-software (18 answers)
- https://mitratech.com/resource-hub/blog/top-5-whistleblowing-hotlines-for-small-to-medium-sized-businesses (17 answers)
- https://g2.com/categories/whistleblowing?order=g2_score&page=6 (16 answers)

## Warned against

- NAVEX One: 8 of 36 labels negative. "Avoid enterprise platforms like NAVEX (thousands per month)" (DeepSeek V4 Flash, budget prompt)
- EthicsPoint: 3 of 11 labels negative. "their full "NAVEX One" suite can be overly complex and expensive for mid-sized companies" (Gemini 3.5 Flash, paraphrase prompt)
- NAVEX EthicsPoint: 2 of 6 labels negative. "Avoid enterprise tools like NAVEX EthicsPoint or SpeakUp (>$100–$130+/month + custom quotes)—overkill and costly" (Grok 4.1 Fast, budget prompt)
- Reddit: 2 of 2 labels negative. "While Twitter/X or Reddit can amplify a story, relying on them as a secure submission channel is dangerous." (Qwen 3.7 Flash, negative prompt)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.