NAVEX One vs Case IQ
One of fourteen models named NAVEX One first on the direct prompt; one named Case IQ. NAVEX One was named by fourteen of the fourteen models and Case IQ by eight and NAVEX One carries 36 labels and Case IQ 11, so the shares are not directly comparable.
Named in two categories 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
NAVEX OneFirst choices, of fourteen modelsCase IQ
Across every category in the October 2026 Edition, NAVEX One and Case IQ were named in the same answer thirty times, of the 106 answers naming NAVEX One and the 50 naming Case IQ. In those answers Case IQ took the first choice three times and NAVEX One fourteen.
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 | | |
NAVEX One Case IQ first choice named as an alternative argued againstblank: not namedEach cell is one answer, NAVEX One on the left and Case IQ on the right.The direct prompt
NAVEX One 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.Case IQ first, NAVEX One an alternative
1 of 14 modelsNAVEX One was named in the answer but not as the choice, or not at all.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.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
NAVEX One8%#3 of 12Case IQ4%#8 of 12NAVEX One35%#1 of 11Case IQ6%#4 of 11What 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 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.