Whistleblowing and investigations · November 2026 Edition
AllVoices vs GlobaLeaks
One of fourteen models named AllVoices first on the direct prompt; zero named GlobaLeaks. AllVoices was named by eight of the fourteen models and GlobaLeaks by nine and AllVoices carries 15 labels and GlobaLeaks 17, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%12%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 13; printed, not drawn.
Labels1517A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, AllVoices reading right to left. Rank and label count are printed, not drawn.Whistlelink was named alongside these two in twelve of the fourteen direct answers. Whistlelink vs AllVoices · Whistlelink vs GlobaLeaks · Whistleblower Software vs AllVoices
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.
AllVoicesFirst choices, of fourteen modelsGlobaLeaks
Direct10
Paraphrase10
Comparative00
Budget-constrained011 against AllVoices
Scale-constrained00
Negative142 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 AllVoices and GlobaLeaks 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 4.20 | | | | |||
| 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 | | |
AllVoices GlobaLeaks first choice named as an alternative argued againstblank: not namedEach cell is one answer, AllVoices on the left and GlobaLeaks on the right.The direct prompt
The plain question, one answer per model, grouped by where AllVoices and GlobaLeaks stood in it.
AllVoices first, GlobaLeaks not the choice
1 of 14 modelsGlobaLeaks was named in the answer but not as the choice, or not at all.GLM 4.7 FlashXAllVoices alternatives: Case IQ, NAVEX EthicsPoint, WeMoral, Whistlelink
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 4.5Whistleblower Software alternatives: AllVoices, Ethico, FaceUp, VoxWel, Whispli, Whistlelink
Grok 4.20Whistleblower Software alternatives: AllVoices, FaceUp, Whistlelink
DeepSeek V4 FlashWhistleblower Software alternatives: AllVoices, FaceUp Whistleblowing System, Whistlelink
Kimi K2Whistlelink alternatives: AllVoices, Case IQ, NAVEX WhistleB
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniEthico alternatives: Case IQ, FaceUp, Whispli
Gemini 3.5 FlashFaceUp, Whispli alternatives: NAVEX One, Vault Platform, Whistlelink
Perplexity SonarWhistlelink alternatives: Formalize, Whispli, Whistleblower Software
Mistral SmallSpeakUp, Whistlelink alternatives: EQS Integrity Line, Mitratech Syntrio
Llama 4 MaverickWhistlelink alternatives: NAVEX EthicsPoint, Red Flag Reporting, SpeakUp
Qwen 3.7 FlashWhistlelink alternatives: Case IQ
MiniMax M2.5Whistlelink alternatives: Case IQ, NAVEX One, WhistleB
GPT-6 LunaCase IQ alternatives: EQS Integrity Line, Ethico, NAVEX One
Muse Glimmer 30BWhistlelink alternatives: NAVEX EthicsPoint, Syntrio / Mitratech
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
GlobaLeaks leads by two points.
GlobaLeaks2%#– of 10AllVoices0%#6 of 10Mid-marketThe figures above
The order flips: AllVoices leads at mid-market.
AllVoices4%#6 of 13GlobaLeaks2%#8 of 13Enterprise
Level: the same share of first choices.
AllVoices0%#– of 13GlobaLeaks0%#– of 13What the models said about AllVoices
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Less budget-friendly and primarily US-oriented” Perplexity Sonar · budget prompt · soft negative
“such as WhistleHub, AllVoices, Resolver, or EthicsPoint/Navex” Qwen 3.7 Flash · negative prompt · first choice
“### 1. AllVoices (Best for User Adoption & Modern UI)” Qwen 3.7 Flash · paraphrase prompt · first choice
“1. AllVoices ⭐ Best Overall for Mid-Market” GLM 4.7 FlashX · direct prompt · first choice
What 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.
“Some widely known platforms, such as GlobaLeaks and SecureDrop, are discussed in academic literature as having significant risks for whistleblowers.” Mistral Small · negative prompt · soft negative
“GlobaLeaks had a URL validation vulnerability (responsibly disclosed and fixed)” MiniMax M2.5 · negative prompt · soft negative
“platforms like GlobaLeaks (open-source, ISO 37002 compliant) and SecureDrop ... are widely recommended for their strong security features” GLM 4.7 FlashX · negative prompt · first choice
“Established platforms like SecureDrop, GlobaLeaks, and other specialized whistleblowing software typically emphasize these security features” Claude Haiku 4.5 · negative prompt · first choice
“Truly no budget and technical staff: GlobaLeaks / OpenWhistle. You get full control and zero licence fees” Muse Glimmer 30B · budget prompt · first choice
Also compared
Whistlelink vs AllVoicesWhistlelink vs GlobaLeaksWhistleblower Software vs AllVoicesWhistleblower Software vs GlobaLeaksFaceUp vs AllVoicesFaceUp vs GlobaLeaksEthico vs AllVoicesEthico vs GlobaLeaksCase IQ vs AllVoicesCase IQ vs GlobaLeaksAllVoices vs WhispliWhispli vs GlobaLeaksAll 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.