Whistleblower Software vs Case IQ
Two of fourteen models named Whistleblower Software first on the direct prompt; one named Case IQ. Whistleblower Software was named by eight of the fourteen models and Case IQ by eight and Whistleblower Software carries 17 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
Whistleblower SoftwareFirst choices, of fourteen modelsCase IQ
Across every category in the October 2026 Edition, Whistleblower Software and Case IQ were named in the same answer eleven times, of the 44 answers naming Whistleblower Software and the 50 naming Case IQ. In those answers Case IQ took the first choice one time and Whistleblower Software one.
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 | | | |
Whistleblower Software Case IQ first choice named as an alternative argued againstblank: not namedEach cell is one answer, Whistleblower Software on the left and Case IQ on the right.The direct prompt
Whistleblower Software first, Case IQ not the choice
2 of 14 modelsCase IQ was named in the answer but not as the choice, or not at all.Case IQ 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.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 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
Whistleblower Software3%#5 of 10Case IQ2%#9 of 10Whistleblower Software6%#6 of 12Case IQ4%#8 of 12Case IQ6%#4 of 11Whistleblower Software0%#– of 11What 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
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.