GRC platforms · November 2026 Edition
LogicGate Risk Cloud vs Drata
Three of fourteen models named LogicGate Risk Cloud first on the direct prompt; one named Drata. LogicGate Risk Cloud was named by thirteen of the fourteen models and Drata by thirteen and LogicGate Risk Cloud carries 19 labels and Drata 43, so the shares are not directly comparable.
Named in five categories this edition.
Named in seven categories this edition.
First-choice share11%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%19%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#5A position in a field of 20; printed, not drawn.
Labels1943A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, LogicGate Risk Cloud reading right to left. Rank and label count are printed, not drawn.Hyperproof was named alongside these two in eleven of the fourteen direct answers. Hyperproof vs LogicGate Risk Cloud · Hyperproof vs Drata · Vanta vs LogicGate Risk Cloud
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
LogicGate Risk CloudFirst choices, of fourteen modelsDrata
Direct311 against Drata
Paraphrase221 against Drata
Comparative00
Budget-constrained003 against Drata
Scale-constrained101 against Drata
Negative002 against Drata
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where LogicGate Risk Cloud and Drata stood in it.
| 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 | | | | |
LogicGate Risk Cloud Drata first choice named as an alternative argued againstblank: not namedEach cell is one answer, LogicGate Risk Cloud on the left and Drata on the right.The direct prompt
The plain question, one answer per model, grouped by where LogicGate Risk Cloud and Drata stood in it.
LogicGate Risk Cloud first, Drata not the choice
3 of 14 modelsDrata was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashLogicGate Risk Cloud alternatives: Hyperproof, Optro, RiskWatch, ServiceNow Integrated Risk Management
Kimi K2Hyperproof, LogicGate Risk Cloud, Vanta alternatives: AuditBoard, Onspring, RiskWatch
GLM 4.7 FlashXHyperproof, LogicGate Risk Cloud alternatives: AuditBoard, Compyl
Drata first, LogicGate Risk Cloud an alternative
1 of 14 modelsLogicGate Risk Cloud was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashDrata, Vanta alternatives: AuditBoard, Hyperproof, LogicGate Risk Cloud
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.Claude Haiku 4.5no first choice alternatives: Compyl, Drata, Hyperproof, Korinza, Vanta
Perplexity SonarHyperproof alternatives: AuditBoard, Drata, LogicGate Risk Cloud, Scrut Automation, Vanta
DeepSeek V4 FlashHyperproof alternatives: AuditBoard, LogicGate Risk Cloud, Vanta
MiniMax M2.5Vanta alternatives: AuditBoard, Drata, LogicGate, Secureframe
GPT-6 LunaHyperproof alternatives: Drata, Vanta
Muse Glimmer 30BCompyl, Hyperproof, LogicGate alternatives: Drata, LogicManager, OneTrust GRC, Resolver, Riskonnect, Secureframe, Vanta, ZenGRC
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniLogicGate, Onspring alternatives: Scrut Automation, Sprinto
Grok 4.20ZenGRC alternatives: AuditBoard, Hyperproof, LogicGate
Mistral SmallHyperproof alternatives: AuditBoard, LogicGate, Workiva
Llama 4 Maverickno first choice
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Drata leads by thirteen points.
Drata13%#3 of 16LogicGate Risk Cloud0%#– of 16Mid-marketThe figures above
The order flips: LogicGate Risk Cloud leads at mid-market.
LogicGate Risk Cloud11%#3 of 20Drata5%#5 of 20Enterprise
The order flips: Drata leads at enterprise.
Drata5%#7 of 15LogicGate Risk Cloud3%#8 of 15What the models said about LogicGate Risk Cloud
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
What 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
Also compared
Hyperproof vs LogicGate Risk CloudHyperproof vs DrataVanta vs LogicGate Risk CloudVanta vs DrataLogicGate Risk Cloud vs SprintoLogicGate Risk Cloud vs LogicGateLogicGate Risk Cloud vs CompylLogicGate Risk Cloud vs OnspringSprinto vs DrataDrata vs LogicGateDrata vs CompylDrata vs OnspringAll twenty-eight head-to-head pages and the full GRC standing
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.