Three of fourteen models named LogicGate Risk Cloud first on the direct prompt; one named Onspring. LogicGate Risk Cloud was named by thirteen of the fourteen models and Onspring by seven and LogicGate Risk Cloud carries 19 labels and Onspring 11, so the shares are not directly comparable.
Named in five 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. Three of four in this category shown.
“start by evaluating LogicGate, Hyperproof, or Vanta for their balance of capability and usability” Kimi K2 · direct prompt · first choice
“I recommend LogicGate Risk Cloud as the best fit for most mid-sized B2B companies” GLM 4.7 FlashX · paraphrase prompt · first choice
“LogicGate Risk Cloud is a no-code GRC platform for mid-market and enterprise teams” Claude Haiku 4.5 · 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.