One of fourteen models named LogicGate Risk Cloud first on the direct prompt; zero named Sprinto. LogicGate Risk Cloud was named by ten of the fourteen models and Sprinto by ten and LogicGate Risk Cloud carries 16 labels and Sprinto 12, so the shares are not directly comparable.
Named in four 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. Four of five in this category shown.
“Higher price range ($25K–$150K+/year) ... Better suited for very complex enterprise risk programs” GLM 4.7 FlashX · paraphrase prompt · soft negative
“LogicGate Risk Cloud is frequently cited as an excellent choice for mid-sized companies.” Claude Haiku 4.5 · paraphrase prompt · first choice
“Frequently positioned as the mid-market / configurable workflow option.” Muse Glimmer 30B · direct prompt · first choice
“If you need deeper configurable GRC workflows with governance and risk management, LogicGate or ZenGRC are excellent choices.” DeepSeek V4 Flash · direct prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“with Sprinto standing out for startups and small teams scaling into their first compliance frameworks” Perplexity Sonar · 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.