Zero of fourteen models named Sprinto first on the direct prompt; zero named Onspring. Sprinto was named by eight of the fourteen models and Onspring by eight and Sprinto carries 15 labels and Onspring 14, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Onspring and LogicManager are particularly recommended due to their scalability, strong internal controls features” Mistral Small · paraphrase prompt · first choice
“### 1. Onspring - Specifically designed for mid-market companies (200-2,000 employees)” MiniMax M2.5 · paraphrase prompt · first choice
“I'd recommend Onspring as a strong internal controls management tool” Grok 4.1 Fast · paraphrase 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.