GRC platforms · November 2026 Edition
LogicGate Risk Cloud vs LogicGate
Three of fourteen models named LogicGate Risk Cloud first on the direct prompt; two named LogicGate. LogicGate Risk Cloud was named by thirteen of the fourteen models and LogicGate by thirteen and LogicGate Risk Cloud carries 19 labels and LogicGate 25, so the shares are not directly comparable.
Named in five categories this edition.
Named in five categories this edition.
First-choice share11%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 20; printed, not drawn.
Labels1925A 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 LogicGate · 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 modelsLogicGate
Direct32
Paraphrase21
Comparative01
Budget-constrained00
Scale-constrained10
Negative01
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 LogicGate 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 LogicGate first choice named as an alternative argued againstblank: not namedEach cell is one answer, LogicGate Risk Cloud on the left and LogicGate on the right.The direct prompt
The plain question, one answer per model, grouped by where LogicGate Risk Cloud and LogicGate stood in it.
LogicGate Risk Cloud first, LogicGate not the choice
3 of 14 modelsLogicGate 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
LogicGate first, LogicGate Risk Cloud not the choice
2 of 14 modelsLogicGate Risk Cloud was named in the answer but not as the choice, or not at all.GPT-5.4 miniLogicGate, Onspring alternatives: Scrut Automation, Sprinto
Muse Glimmer 30BCompyl, Hyperproof, LogicGate alternatives: Drata, LogicManager, OneTrust GRC, Resolver, Riskonnect, Secureframe, Vanta, ZenGRC
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.Gemini 3.5 FlashDrata, Vanta alternatives: AuditBoard, Hyperproof, LogicGate Risk Cloud
Perplexity SonarHyperproof alternatives: AuditBoard, Drata, LogicGate Risk Cloud, Scrut Automation, Vanta
Grok 4.20ZenGRC alternatives: AuditBoard, Hyperproof, LogicGate
Mistral SmallHyperproof alternatives: AuditBoard, LogicGate, Workiva
DeepSeek V4 FlashHyperproof alternatives: AuditBoard, LogicGate Risk Cloud, Vanta
MiniMax M2.5Vanta alternatives: AuditBoard, Drata, LogicGate, Secureframe
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5no first choice alternatives: Compyl, Drata, Hyperproof, Korinza, Vanta
Llama 4 Maverickno first choice
GPT-6 LunaHyperproof alternatives: Drata, Vanta
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
Level: the same share of first choices.
LogicGate Risk Cloud0%#– of 16LogicGate0%#12 of 16Mid-marketThe figures above
LogicGate Risk Cloud leads by five points.
LogicGate Risk Cloud11%#3 of 20LogicGate5%#6 of 20Enterprise
Level: the same share of first choices.
LogicGate Risk Cloud3%#8 of 15LogicGate3%#9 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 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
Also compared
Hyperproof vs LogicGate Risk CloudHyperproof vs LogicGateVanta vs LogicGate Risk CloudVanta vs LogicGateLogicGate Risk Cloud vs SprintoLogicGate Risk Cloud vs DrataLogicGate Risk Cloud vs CompylLogicGate Risk Cloud vs OnspringSprinto vs LogicGateDrata vs LogicGateLogicGate vs CompylLogicGate 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.