FloQast vs Hyperproof
Ten of fourteen models named FloQast first on the direct prompt; zero named Hyperproof. FloQast was named by thirteen of the fourteen models and Hyperproof by eight and FloQast carries 28 labels and Hyperproof 14, so the shares are not directly comparable.
Named in ten 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 Internal controls and SOX page.
By framing
FloQastFirst choices, of fourteen modelsHyperproof
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 | | |
FloQast Hyperproof first choice named as an alternative argued againstblank: not namedEach cell is one answer, FloQast on the left and Hyperproof on the right.The direct prompt
FloQast first, Hyperproof an alternative
10 of 14 modelsHyperproof 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
1 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
FloQast8%#4 of 14Hyperproof8%#3 of 14FloQast25%#1 of 16Hyperproof4%#6 of 16FloQast2%#– of 11Hyperproof2%#– of 11What the models said about FloQast
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“What to Avoid on a Budget - FloQast \u2014 from about $30,000/year” DeepSeek V4 Flash · budget prompt · hard negative
“Start with FloQast if your SOX controls are embedded in your monthly financial close process and you want the fastest time-to-value” Kimi K2 · direct prompt · first choice
What the models said about Hyperproof
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Hyperproof — Solid mid-market option with good balance of features and price” DeepSeek V4 Flash · scale prompt · first choice
“My default pick: Hyperproof” GPT-6 Luna · paraphrase prompt · first choice
“consider Hyperproof instead, as it consolidates multiple frameworks into one control library” DeepSeek V4 Flash · direct 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.