Seven of fourteen models named Hyperproof first on the direct prompt; two named LogicGate. Hyperproof was named by thirteen of the fourteen models and LogicGate by thirteen and Hyperproof carries 40 labels and LogicGate 25, 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.
Across every category in the November 2026 Edition, Hyperproof and LogicGate were named in the same answer fifty-two times, of the 183 answers naming Hyperproof and the 124 naming LogicGate. In those answers LogicGate took the first choice three times and Hyperproof five.
| 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. Three of four in this category shown.
“the most balanced recommendation for a typical mid-sized B2B is a no-code modular platform such as LogicGate Risk Cloud” Muse Glimmer 30B · paraphrase prompt · first choice
“High ratings (4.6–4.7/5), praised for flexibility, no-code customization, automation, and support.” Grok 4.20 · negative prompt · first choice
“a unified GRC platform such as Compyl, Hyperproof, or LogicGate is the right starting point” Muse Glimmer 30B · 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.