Ten of fourteen models named FloQast first on the direct prompt; zero named Sprinto. FloQast was named by thirteen of the fourteen models and Sprinto by eight and FloQast carries 28 labels and Sprinto 15, 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.
| 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 |
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.
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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Sprinto is widely regarded as one of the most budget-friendly compliance automation platforms on the market.” Gemini 3.5 Flash · budget prompt · first choice
“Best overall budget pick: Sprinto for SMBs needing broader compliance workflows.” Perplexity Sonar · budget prompt · first choice
“Best overall for a limited budget: Sprinto or Secureframe” GPT-5.4 mini · budget prompt · first choice
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.