Seven of fourteen models named Hyperproof first on the direct prompt; one named Onspring. Hyperproof was named by thirteen of the fourteen models and Onspring by seven and Hyperproof carries 40 labels and Onspring 11, so the shares are not directly comparable.
Named in four 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.
| 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. Five of six in this category shown.
“Quote-only pricing with high minimum commitments” Kimi K2 · budget prompt · hard negative
“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
“Recognized for its rapid deployment, no-code configurability, and broad framework coverage ... making it a strong fit for mid-market B2B companies” Mistral Small · direct prompt · first choice
“I'd recommend starting with LogicGate or Hyperproof as they offer the best balance of features, ease of use, and mid-market pricing.” GLM 4.7 FlashX · direct prompt · first choice
“Hyperproof or Compyl — they hit the sweet spot of being robust enough for a maturing program without the enterprise bloat.” Kimi K2 · paraphrase 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.