Case IQ vs Whispli
One of fourteen models named Case IQ first on the direct prompt; one named Whispli. Case IQ was named by thirteen of the fourteen models and Whispli by seven and Case IQ carries 20 labels and Whispli 13, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
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
Case IQFirst choices, of fourteen modelsWhispli
Across every category in the November 2026 Edition, Case IQ and Whispli were named in the same answer twenty-one times, of the 68 answers naming Case IQ and the 49 naming Whispli. In those answers Whispli took the first choice one time and Case IQ zero.
Every model, every framing
| 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 |
Case IQ Whispli first choice named as an alternative argued againstblank: not namedEach cell is one answer, Case IQ on the left and Whispli on the right.The direct prompt
Case IQ first, Whispli not the choice
1 of 14 modelsWhispli was named in the answer but not as the choice, or not at all.Whispli 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.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.Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.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
Case IQ0%#7 of 10Whispli0%#9 of 10Case IQ4%#5 of 13Whispli4%#7 of 13What 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
What the models said about Whispli
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Whispli – *Best Overall for Modern & User-Friendly Case Management*” Gemini 3.5 Flash · paraphrase prompt · first choice
“request demos from Whispli and FaceUp” Gemini 3.5 Flash · direct prompt · first choice
“Whispli is an enterprise whistleblowing and case-management platform with AI-powered voice intake and transcription” Claude Haiku 4.5 · comparative prompt · alternative
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.