Seven of twelve models named Vanta first on the direct prompt; zero named Sprinto. Vanta was named by twelve of the twelve models and Sprinto by eleven and Vanta carries 59 labels and Sprinto 38, so the shares are not directly comparable.
Named in four categories 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 twelve 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 compliance automation page.
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. Five of five in this category shown.
“Avoid: Enterprise tools like Vanta/Drata (higher cost, sales-led pricing).” Grok 4.1 Fast · budget prompt · hard negative
“Avoid Vanta or Drata if budget is the main constraint” Perplexity Sonar · budget prompt · hard negative
“For most mid-sized B2B companies today, Vanta is the default recommendation for getting a SOC 2 Type 1 report completed as fast as possible” Qwen 3.7 Flash · paraphrase prompt · first choice
“Vanta wins on breadth (widest integrations + auditor network, hourly monitoring) → best default for a fast first audit” DeepSeek V4 Flash · comparative prompt · first choice
“Vanta is the most recognized brand in the category... Choose Vanta if your primary goal is to satisfy enterprise prospects” Gemini 3.5 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Avoid Sprinto and legacy GRC platforms if you need a reliable, cost-effective audit path.” DeepSeek V4 Flash · negative prompt · hard negative
“Vanta, Drata, Secureframe, Sprinto, Scytale, Scrut: These are generally reliable but may be overpriced” Mistral Small · negative prompt · soft negative
“Fewer integrations; less depth for mid-sized complexity” Grok 4.1 Fast · paraphrase prompt · soft negative
“the best practical choice is usually Sprinto if you want a full compliance automation platform that is still relatively affordable” Perplexity Sonar · budget prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.