Zero of fourteen models named Sprinto first on the direct prompt; one named Onspring. Sprinto was named by eleven of the fourteen models and Onspring by seven and Sprinto carries 21 labels and Onspring 11, so the shares are not directly comparable.
Named in six categories this edition.
Named in five 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, Sprinto and Onspring were named in the same answer forty-four times, of the 269 answers naming Sprinto and the 81 naming Onspring. In those answers Onspring took the first choice three times and Sprinto ten.
| 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.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“What to Avoid (Too Expensive for Limited Budgets) | Onspring | $20,000/year minimum” Kimi K2 · budget prompt · hard negative
“Onspring, though it may be costly for very small teams” Perplexity Sonar · budget prompt · soft negative
“Highly rated for quality of support and features... It's a strong choice for small businesses” Mistral Small · budget prompt · first choice
“I'd start with Onspring or LogicGate” GPT-5.4 mini · direct 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.