Three of fourteen models named Vanta first on the direct prompt; zero named Sprinto. Vanta was named by fourteen of the fourteen models and Sprinto by eleven and Vanta carries 54 labels and Sprinto 21, so the shares are not directly comparable.
Named in seven 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 GRC platforms page.
Across every category in the November 2026 Edition, Vanta and Sprinto were named in the same answer 198 times, of the 436 answers naming Vanta and the 269 naming Sprinto. In those answers Sprinto took the first choice thirty-one times and Vanta sixty-nine.
| 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. Three of three in this category shown.
“Avoid for most mid-market B2B: Enterprise-heavy like ServiceNow IRM, RSA Archer, or MetricStream (overkill/costly); pure startup tools like Vanta/Drata (under-scoped for broad GRC” Grok 4.20 · direct prompt · hard negative
“When to Avoid: If you want deep control over customization and have a smaller team that needs flexible support.” GLM 4.7 FlashX · negative prompt · hard negative
“Choose Vanta or Drata if your company is under ~500 employees, cloud-native, and needs a streamlined solution to pass security audits” Gemini 3.5 Flash · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Higher‑tier tools (Sprinto, Hyperproof) are still mid‑market price points and may be overkill for very small teams.” GLM 4.7 FlashX · budget prompt · soft negative
“Sprinto works well for startups with limited budgets and simple compliance needs, but it lacks the depth required for enterprise deployments.” Claude Haiku 4.5 · budget prompt · first choice
“Sprinto - Offers streamlined pricing and compliance automation without the enterprise overhead of traditional GRC tools.” 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.