Seven of fourteen models named Vanta first on the direct prompt; zero named Sprinto. Both were named by all fourteen models and Vanta carries 67 labels and Sprinto 44, so the shares are not directly comparable.
Named in nine categories this edition.
Named in six 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 compliance automation page.
Across every category in the October 2026 Edition, Vanta and Sprinto were named in the same answer 175 times, of the 526 answers naming Vanta and the 239 naming Sprinto. In those answers Sprinto took the first choice thirty times and Vanta sixty-eight.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 If Budget Is Tight ... Vanta (~$10K–$35K+/yr)” Kimi K2 · budget prompt · hard negative
“Widely recognized for its comprehensive features and strong automation capabilities, making it a top choice for mid-market B2B companies.” Mistral Small · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Sprinto (~$10K–$30K+/yr)” Kimi K2 · budget prompt · hard negative
“even capable tools like Vanta, Drata, Secureframe, and Sprinto require significant internal investment to operate effectively” Perplexity Sonar · negative prompt · soft negative
“Reviewers flag sync delays and browser quirks. Its Trustpilot page has complaints about upfront fees and refunds.” Claude Haiku 4.5 · negative prompt · soft negative
“Sprinto (Best for Startups) ... Known for transparent pricing and specifically designed for bootstrapped B2B SaaS companies” MiniMax M2.5 · budget prompt · first choice
“the best choice is usually Sprinto if you need a full compliance automation platform” Perplexity Sonar · budget prompt · first choice
“The best compliance automation platform for a company with a limited budget is Sprinto” Llama 4 Maverick · 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.