Drata vs LogicGate
Zero of fourteen models named Drata first on the direct prompt; one named LogicGate. Drata was named by four of the fourteen models and LogicGate by six and both carry 10 labels, so the shares below are directly comparable.
Named in seven 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 third-party risk management page.
By framing
DrataFirst choices, of fourteen modelsLogicGate
Across every category in the October 2026 Edition, Drata and LogicGate were named in the same answer forty-nine times, of the 413 answers naming Drata and the 99 naming LogicGate. In those answers LogicGate took the first choice one time and Drata fifteen.
Every model, every framing
| 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 | |
Drata LogicGate first choice named as an alternative argued againstblank: not namedEach cell is one answer, Drata on the left and LogicGate on the right.The direct prompt
LogicGate first, Drata not the choice
1 of 14 modelsDrata was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Drata0%#– of 9LogicGate0%#– of 9Drata2%#6 of 15LogicGate2%#7 of 15Drata0%#– of 14LogicGate0%#– of 14What the models said about Drata
No label in this category carried a quote.
What the models said about LogicGate
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“LogicGate: Best for organizations that need customizable workflows and AI-driven insights to automate vendor onboarding, risk scoring, and remediation playbooks.” Llama 4 Maverick · 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.