Whistleblowing and investigations · October 2026 Edition
GlobaLeaks vs AllVoices
Zero of fourteen models named GlobaLeaks first on the direct prompt; zero named AllVoices. GlobaLeaks was named by twelve of the fourteen models and AllVoices by nine and GlobaLeaks carries 18 labels and AllVoices 15, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 12; printed, not drawn.
Labels1815A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, GlobaLeaks reading right to left. Rank and label count are printed, not drawn.FaceUp was named alongside these two in nine of the fourteen direct answers. FaceUp vs GlobaLeaks · FaceUp vs AllVoices · Whistlelink vs GlobaLeaks
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
GlobaLeaksFirst choices, of fourteen modelsAllVoices
Direct00
Paraphrase02
Comparative10
Budget-constrained301 against GlobaLeaks
Scale-constrained00
Negative501 against GlobaLeaks
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where GlobaLeaks and AllVoices stood in it.
| 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 | | | |
GlobaLeaks AllVoices first choice named as an alternative argued againstblank: not namedEach cell is one answer, GlobaLeaks on the left and AllVoices on the right.The direct prompt
The plain question, one answer per model, grouped by where GlobaLeaks and AllVoices stood in it.
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5FaceUp alternatives: AllVoices, SpeakUp Report, VoxWel, Whispli
Mistral SmallFaceUp alternatives: AllVoices, Safecall
Qwen 3.7 FlashWhispli alternatives: AllVoices, Ethico
Muse Glimmer 30BFaceUp alternatives: AllVoices, Case IQ, WhistleBlower Security
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniWhispli alternatives: Ethico, SpeakUp, Whistleblower Software
Gemini 3.5 FlashFaceUp alternatives: HR Acuity, Whistleblower Software, Whistlelink
Perplexity SonarWhispli alternatives: FaceUp, NAVEX One, Whistleblower Software
Grok 4.1 FastWhistleblower Software alternatives: FaceUp, NAVEX One
DeepSeek V4 FlashFaceUp alternatives: Case IQ, WeMoral, Whistleblower Software
Llama 4 MaverickOrdio alternatives: NAVEX One, NotMe, WhistleBlower Security
Kimi K2FaceUp alternatives: EQS Integrity Line, Ethicontrol
GLM 4.7 FlashXWhistleblower Software alternatives: EQS Integrity Line, NAVEX One, Whistlelink
MiniMax M2.5FaceUp, NAVEX One alternatives: OneTrust EthicalTrack
GPT-6 LunaCase IQ alternatives: Ethico, HR Acuity, NAVEX One
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
AllVoices leads by three points.
AllVoices3%#8 of 10GlobaLeaks0%#– of 10Mid-marketThe figures above
The order flips: GlobaLeaks leads at mid-market.
GlobaLeaks6%#5 of 12AllVoices4%#7 of 12Enterprise
Level: the same share of first choices.
GlobaLeaks0%#– of 11AllVoices0%#– of 11What the models said about GlobaLeaks
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“While robust open-source platforms like SecureDrop and GlobaLeaks are highly secure, they rely on Tor network `.onion` addresses.” Gemini 3.5 Flash · negative prompt · soft negative
“GlobaLeaks is an option, but it comes with added complexity.” Mistral Small · budget prompt · soft negative
“open-source tools with strong anonymity design are generally favored... with GlobaLeaks and SecureDrop repeatedly identified as purpose-built options” Perplexity Sonar · negative prompt · first choice
“## 1 🥇 GlobaLeaks – Free, self‑hosted, open‑source ... Best for: Companies with some IT expertise who want zero monthly cost” GLM 4.7 FlashX · budget prompt · first choice
“GlobaLeaks is an open-source, self-hosted whistleblowing initiative... Audited Open Source No account Self-hosted Tor Free” Muse Glimmer 30B · negative prompt · first choice
What the models said about AllVoices
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“For a standard, tech-forward mid-sized B2B company, AllVoices is the most well-rounded option to build a positive culture of trust.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Top Recommendation: AllVoices ... For most mid-sized B2B companies, I'd start with AllVoices.” Kimi K2 · paraphrase prompt · first choice
“Consider it when employee accessibility and HR workflows are central; validate whether its controls and compliance capabilities fit your program.” GPT-6 Luna · comparative prompt · alternative
Also compared
FaceUp vs GlobaLeaksFaceUp vs AllVoicesWhistlelink vs GlobaLeaksWhistlelink vs AllVoicesNAVEX One vs GlobaLeaksNAVEX One vs AllVoicesWhispli vs GlobaLeaksWhispli vs AllVoicesGlobaLeaks vs Whistleblower SoftwareGlobaLeaks vs Case IQWhistleblower Software vs AllVoicesAllVoices vs Case IQAll twenty-eight head-to-head pages and the full whistleblowing standing
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.