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Whistleblowing and investigations · November 2026 Edition

FaceUp vs Case IQ

One of fourteen models named FaceUp first on the direct prompt; one named Case IQ. FaceUp was named by eleven of the fourteen models and Case IQ by thirteen and FaceUp carries 28 labels and Case IQ 20, so the shares are not directly comparable.

FaceUp

accepted challenger

Named in two categories this edition.

Case IQ

accepted challenger

Named in two categories this edition.

First-choice share10%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 13; printed, not drawn.
Labels2820A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, FaceUp 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 FaceUp · Whistlelink vs Case IQ · Whistleblower Software vs FaceUp

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.
FaceUpFirst choices, of fourteen modelsCase IQ
Direct11
Paraphrase11
Comparative00
Budget-constrained30
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 November 2026 Edition, FaceUp and Case IQ were named in the same answer twenty-seven times, of the 83 answers naming FaceUp and the 68 naming Case IQ. In those answers Case IQ took the first choice one time and FaceUp five.

Every model, every framing

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

The direct prompt

The plain question, one answer per model, grouped by where FaceUp and Case IQ stood in it.

FaceUp first, Case IQ not the choice

1 of 14 modelsCase IQ was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashFaceUp, Whispli alternatives: NAVEX One, Vault Platform, Whistlelink

Case IQ first, FaceUp not the choice

1 of 14 modelsFaceUp was named in the answer but not as the choice, or not at all.
GPT-6 LunaCase IQ alternatives: EQS Integrity Line, Ethico, NAVEX One

Neither was the first choice, one was named

7 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
GPT-5.4 miniEthico alternatives: Case IQ, FaceUp, Whispli
Grok 4.20Whistleblower Software alternatives: AllVoices, FaceUp, Whistlelink
Qwen 3.7 FlashWhistlelink alternatives: Case IQ
Kimi K2Whistlelink alternatives: AllVoices, Case IQ, NAVEX WhistleB
GLM 4.7 FlashXAllVoices alternatives: Case IQ, NAVEX EthicsPoint, WeMoral, Whistlelink
MiniMax M2.5Whistlelink alternatives: Case IQ, NAVEX One, WhistleB

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
Perplexity SonarWhistlelink alternatives: Formalize, Whispli, Whistleblower Software
Mistral SmallSpeakUp, Whistlelink alternatives: EQS Integrity Line, Mitratech Syntrio
DeepSeek V4 FlashWhistleblower Software alternatives: AllVoices, FaceUp Whistleblowing System, Whistlelink
Llama 4 MaverickWhistlelink alternatives: NAVEX EthicsPoint, Red Flag Reporting, SpeakUp
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
FaceUp leads by eighteen points.
FaceUp18%#3 of 10
Case IQ0%#7 of 10
The full small business standing →
Mid-marketThe figures above
FaceUp leads by six points.
FaceUp10%#3 of 13
Case IQ4%#5 of 13
The full mid-market standing →
Enterprise
The order flips: Case IQ leads at enterprise.
Case IQ4%#4 of 13
FaceUp0%#13 of 13
The full enterprise standing →

What the models said about FaceUp

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

“If you need a platform that is easy to set up and use, FaceUp is a strong choice.” Mistral Small · budget prompt · first choice
“FaceUp is called out as the best practical fit for mid-size teams.” Muse Glimmer 30B · paraphrase prompt · first choice
“request demos from Whispli and FaceUp” Gemini 3.5 Flash · direct prompt · first choice

What the models said about Case IQ

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

“My default pick: Case IQ for a U.S.-based mid-market B2B company” GPT-6 Luna · direct prompt · first choice
“My default recommendation: Case IQ” GPT-6 Luna · paraphrase prompt · first choice
“best if you need a broader investigations/compliance suite and are willing to skew a bit more enterprise-oriented” GPT-5.4 mini · direct prompt · alternative
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.