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

Gane Index, November 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 November 2026 Edition. Page: https://www.gane.ai/index/hr/core/whistleblowing-and-investigations/2026-11

**Standing:** Whistlelink leads with 27% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Whistlelink](https://www.gane.ai/index/hr/vendors/whistlelink/index.md) | 27% | 0% | 36 |
| 2 | [Whistleblower Software](https://www.gane.ai/index/hr/vendors/whistleblower-software/index.md) | 12% | 6% | 17 |
| 3 | [FaceUp](https://www.gane.ai/index/hr/vendors/faceup/index.md) | 10% | 0% | 28 |
| 4 | [Ethico](https://www.gane.ai/index/hr/vendors/ethico/index.md) | 8% | 0% | 12 |
| 5 | [Case IQ](https://www.gane.ai/index/hr/vendors/case-iq/index.md) | 4% | 0% | 20 |
| 6 | [AllVoices](https://www.gane.ai/index/hr/vendors/allvoices/index.md) | 4% | 7% | 15 |
| 7 | [Whispli](https://www.gane.ai/index/hr/vendors/whispli/index.md) | 4% | 0% | 13 |
| 10 | [GlobaLeaks](https://www.gane.ai/index/hr/vendors/globaleaks/index.md) | 2% | 12% | 17 |
| 11 | [NAVEX One](https://www.gane.ai/index/hr/vendors/navex-one/index.md) | 2% | 32% | 31 |
| 12 | [NAVEX EthicsPoint](https://www.gane.ai/index/hr/vendors/navex-ethicspoint/index.md) | 2% | 29% | 17 |
| 14 | [SpeakUp](https://www.gane.ai/index/hr/vendors/speakup/index.md) | 2% | 32% | 19 |
| 23 | [EQS Integrity Line](https://www.gane.ai/index/hr/vendors/eqs-integrity-line/index.md) | 0% | 0% | 16 |

Rank is by share of first choices among all 116 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

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

- Claude Haiku 4.5: Whistleblower Software; alternatives AllVoices, Ethico, FaceUp, VoxWel
- GPT-5.4 mini: Ethico; alternatives Case IQ, FaceUp, Whispli
- Gemini 3.5 Flash: FaceUp, Whispli; alternatives NAVEX One, Vault Platform, Whistlelink
- Perplexity Sonar: Whistlelink; alternatives Formalize, Whispli, Whistleblower Software
- Grok 4.20: Whistleblower Software; alternatives AllVoices, FaceUp, Whistlelink
- Mistral Small: SpeakUp, Whistlelink; alternatives EQS Integrity Line, Mitratech Syntrio
- DeepSeek V4 Flash: Whistleblower Software; alternatives AllVoices, FaceUp Whistleblowing System, Whistlelink
- Llama 4 Maverick: Whistlelink; alternatives NAVEX EthicsPoint, Red Flag Reporting, SpeakUp
- Qwen 3.7 Flash: Whistlelink; alternatives Case IQ
- Kimi K2: Whistlelink; alternatives AllVoices, Case IQ, NAVEX WhistleB
- GLM 4.7 FlashX: AllVoices; alternatives Case IQ, NAVEX EthicsPoint, WeMoral, Whistlelink
- MiniMax M2.5: Whistlelink; alternatives Case IQ, NAVEX One, WhistleB
- GPT-6 Luna: Case IQ; alternatives EQS Integrity Line, Ethico, NAVEX One
- Muse Glimmer 30B: Whistlelink; alternatives NAVEX EthicsPoint, Syntrio / Mitratech

## Sources the answers cite

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

- navex.com: 30 answers, 53 citations
- getapp.com: 30 answers, 49 citations
- leadchangegroup.com: 27 answers, 50 citations
- g2.com: 21 answers, 36 citations
- whistlelink.com: 20 answers, 27 citations
- ordio.com: 17 answers, 21 citations
- whistleblowertools.eu: 15 answers, 34 citations
- sourceforge.net: 14 answers, 19 citations

Pages named in the most answers:

- https://leadchangegroup.com/ethics-hotline-software/mid-market (18 answers)
- https://whistleblowertools.eu/compare (15 answers)
- https://jdsupra.com/legalnews/best-ethics-hotline-and-investigation-9430546 (14 answers)
- https://leadchangegroup.com/ethics-hotline-software (14 answers)
- https://firsthr.app/compare/general/whistleblower-platform (13 answers)
- https://ordio.com/en/insights/guides/whistleblowing-software (13 answers)
- https://capterra.co.uk/directory/32417/whistleblowing/software (12 answers)
- https://guideflow.com/blog/whistleblowing-software (11 answers)
- https://navex.com/en-us/platform/whistleblowing-software-solutions/ethicspoint-essentials (11 answers)
- https://g2.com/categories/whistleblowing (9 answers)

## Warned against

- NAVEX One: 10 of 31 labels negative. "it's often overbuilt and more expensive for mid-sized B2B firms... Many reviews note it's "overpriced" for this segment." (Grok 4.20, paraphrase prompt)
- SpeakUp: 6 of 19 labels negative. "Legacy enterprise tools (like NAVEX EthicsPoint or SpeakUp) can cost thousands annually and require long setup times." (Gemini 3.5 Flash, budget prompt)
- NAVEX EthicsPoint: 5 of 17 labels negative. "What to Avoid for Mid-Market ... "overbuilt and overpriced for most mid-market buyers."" (Kimi K2, direct prompt)
- WikiLeaks: 4 of 4 labels negative. "Platforms to Approach with Caution

WikiLeaks - While historically significant for publishing classified information, WikiLeaks' mass publication of personal data is at odds with the site's claim to have championed privacy" (Claude Haiku 4.5, negative prompt)

## Movement since October 2026

Floor: 13 points of share, measured on the calibration repeat.
New leader: FaceUp (25%) to Whistlelink (27%). Margin 17 points, beyond the floor.

- FaceUp: 25% to 10%, −15. Cleared the floor by 2 points · rank 1 → 3 of 116.
- Whistlelink: 13% to 27%, +14. Cleared the floor by 1 point · rank 2 → 1 of 116.
- Whistleblower Software: 6% to 12%, +6. Inside the floor by 7 points · rank 6 → 2 of 116.
- Ethico: 2% to 8%, +6. Inside the floor by 7 points · rank 11 → 4 of 116.
- NAVEX One: 8% to 2%, −6. Inside the floor by 7 points · rank 3 → 11 of 116.
- Whispli: 8% to 4%, −4. Inside the floor by 9 points · rank 4 → 7 of 116.
- GlobaLeaks: 6% to 2%, −4. Inside the floor by 9 points · rank 5 → 10 of 116.
- EthicsPoint: 4% to 0%, −4. Inside the floor by 9 points · rank 9 → 33 of 116.
- SpeakUp: 0% to 2%, +2. Inside the floor by 11 points · rank 23 → 14 of 116.
- Case IQ: 4% to 4%, ±0. Inside the floor by 13 points · rank 8 → 5 of 116.
- AllVoices: 4% to 4%, ±0. Inside the floor by 13 points · rank 7 → 6 of 116.
- NAVEX EthicsPoint: 2% to 2%, ±0. Inside the floor by 13 points · rank 19 → 12 of 116.

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.