Drata vs LogicGate
One of fourteen models named Drata first on the direct prompt; two named LogicGate. Drata was named by thirteen of the fourteen models and LogicGate by thirteen and Drata carries 43 labels and LogicGate 25, so the shares are not 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 GRC platforms page.
By framing
DrataFirst choices, of fourteen modelsLogicGate
Across every category in the November 2026 Edition, Drata and LogicGate were named in the same answer sixty-five times, of the 428 answers naming Drata and the 124 naming LogicGate. In those answers LogicGate took the first choice five times and Drata eleven.
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 4.20 | | | | | | |
| 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 | | | | |
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
Drata first, LogicGate not the choice
1 of 14 modelsLogicGate was named in the answer but not as the choice, or not at all.LogicGate first, Drata an alternative
2 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
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 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
Drata13%#3 of 16LogicGate0%#12 of 16Drata5%#5 of 20LogicGate5%#6 of 20What the models said about Drata
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“pure startup tools like Vanta/Drata (under-scoped for broad GRC beyond initial SOC 2)” Grok 4.20 · direct prompt · hard negative
What the models said about LogicGate
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.