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Whistleblowing and investigations · October 2026 Edition

NAVEX One vs Whistleblower Software

One of fourteen models named NAVEX One first on the direct prompt; two named Whistleblower Software. NAVEX One was named by fourteen of the fourteen models and Whistleblower Software by eight and NAVEX One carries 36 labels and Whistleblower Software 17, so the shares are not directly comparable.

NAVEX One

accepted challenger

Named in two categories this edition.

Whistleblower Software

accepted challenger

Named in one category this edition.

First-choice share8%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate22%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 12; printed, not drawn.
Labels3617A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, NAVEX One 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 NAVEX One · FaceUp vs Whistleblower Software · Whistlelink vs NAVEX One

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.
NAVEX OneFirst choices, of fourteen modelsWhistleblower Software
Direct124 against NAVEX One
Paraphrase302 against NAVEX One
Comparative80
Budget-constrained012 against NAVEX One · 1 against Whistleblower Software
Scale-constrained00
Negative00
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.

Across every category in the October 2026 Edition, NAVEX One and Whistleblower Software were named in the same answer twenty-eight times, of the 106 answers naming NAVEX One and the 44 naming Whistleblower Software. In those answers Whistleblower Software took the first choice three times and NAVEX One four.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where NAVEX One and Whistleblower Software stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
NAVEX One Whistleblower Software first choice named as an alternative argued againstblank: not namedEach cell is one answer, NAVEX One on the left and Whistleblower Software on the right.

The direct prompt

The plain question, one answer per model, grouped by where NAVEX One and Whistleblower Software stood in it.

NAVEX One first, Whistleblower Software not the choice

1 of 14 modelsWhistleblower Software was named in the answer but not as the choice, or not at all.
MiniMax M2.5FaceUp, NAVEX One alternatives: OneTrust EthicalTrack

Whistleblower Software first, NAVEX One an alternative

2 of 14 modelsNAVEX One was named in the answer but not as the choice, or not at all.
Grok 4.1 FastWhistleblower Software alternatives: FaceUp, NAVEX One
GLM 4.7 FlashXWhistleblower Software alternatives: EQS Integrity Line, NAVEX One, Whistlelink

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
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
DeepSeek V4 FlashFaceUp alternatives: Case IQ, WeMoral, Whistleblower Software
Llama 4 MaverickOrdio alternatives: NAVEX One, NotMe, WhistleBlower Security
GPT-6 LunaCase IQ alternatives: Ethico, HR Acuity, NAVEX One

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5FaceUp alternatives: AllVoices, SpeakUp Report, VoxWel, Whispli
Mistral SmallFaceUp alternatives: AllVoices, Safecall
Qwen 3.7 FlashWhispli alternatives: AllVoices, Ethico
Kimi K2FaceUp alternatives: EQS Integrity Line, Ethicontrol
Muse Glimmer 30BFaceUp alternatives: AllVoices, Case IQ, WhistleBlower Security

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
Whistleblower Software leads by three points.
Whistleblower Software3%#5 of 10
NAVEX One0%#10 of 10
The full small business standing →
Mid-marketThe figures above
The order flips: NAVEX One leads at mid-market.
NAVEX One8%#3 of 12
Whistleblower Software6%#6 of 12
The full mid-market standing →
Enterprise
NAVEX One leads by thirty-five points.
NAVEX One35%#1 of 11
Whistleblower Software0%#– of 11
The full enterprise standing →

What the models said about NAVEX One

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Avoid enterprise platforms like NAVEX (thousands per month)” DeepSeek V4 Flash · budget prompt · hard negative
“Avoid NAVEX One unless you need the full GRC stack ... it can be disproportionately expensive and complex for mid-market needs.” DeepSeek V4 Flash · direct prompt · soft negative
“it is often not the best fit for a mid-market B2B company... expensive, the interface can feel outdated” Gemini 3.5 Flash · direct prompt · soft negative
“NAVEX is the incumbent leader, particularly for public companies and organizations subject to strict regulations like Sarbanes-Oxley (SOX).” Qwen 3.7 Flash · comparative prompt · first choice
“Best for: Large multinational enterprises requiring comprehensive compliance suites ... Industry-leading scale with 10M+ reports processed” Kimi K2 · comparative prompt · first choice
“The "Gold Standard" All-in-One: NAVEX One (EthicsPoint) ... its "One" platform scales well for mid-sized firms that plan to grow.” Qwen 3.7 Flash · paraphrase prompt · first choice

What the models said about Whistleblower Software

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“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
Also compared

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.