Whispli vs Case IQ
Three of fourteen models named Whispli first on the direct prompt; one named Case IQ. Whispli was named by eight of the fourteen models and Case IQ by eight and Whispli carries 12 labels and Case IQ 11, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories 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
WhispliFirst choices, of fourteen modelsCase IQ
Across every category in the October 2026 Edition, Whispli and Case IQ were named in the same answer seventeen times, of the 57 answers naming Whispli and the 50 naming Case IQ. In those answers Case IQ took the first choice zero times and Whispli two.
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 4.1 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 | | |
Whispli Case IQ first choice named as an alternative argued againstblank: not namedEach cell is one answer, Whispli on the left and Case IQ on the right.The direct prompt
Whispli first, Case IQ not the choice
3 of 14 modelsCase IQ was named in the answer but not as the choice, or not at all.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.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 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
Whispli6%#5 of 11Case IQ6%#4 of 11What 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.
“if you want a single default recommendation, I'd lean Whispli for mid-market B2B” GPT-5.4 mini · direct prompt · first choice
“Whispli is the most commonly cited best-fit for mid-market teams” Muse Glimmer 30B · paraphrase prompt · first choice
“the strongest all-around choice is usually Whispli” Perplexity Sonar · 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.
“Best overall fit: Case IQ — ... I would choose Case IQ because the available results emphasize the core features a mid-sized company usually needs most” Perplexity Sonar · paraphrase prompt · first choice
“My default pick: Case IQ” GPT-6 Luna · direct prompt · first choice
“A useful candidate when investigation handling and reporting are as important as the reporting channel itself.” GPT-6 Luna · 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.