GRC platforms · October 2026 Edition
Vanta vs LogicGate Risk Cloud
Two of fourteen models named Vanta first on the direct prompt; one named LogicGate Risk Cloud. Vanta was named by fourteen of the fourteen models and LogicGate Risk Cloud by ten and Vanta carries 51 labels and LogicGate Risk Cloud 16, so the shares are not directly comparable.
Named in nine categories this edition.
Named in four categories this edition.
First-choice share15%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate20%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#7A position in a field of 14; printed, not drawn.
Labels5116A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Vanta 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 Vanta · Hyperproof vs LogicGate Risk Cloud · Vanta vs ZenGRC
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.
VantaFirst choices, of fourteen modelsLogicGate Risk Cloud
Direct21
Paraphrase311 against LogicGate Risk Cloud
Comparative20
Budget-constrained004 against Vanta
Scale-constrained40
Negative006 against Vanta
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 Vanta and LogicGate Risk Cloud 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 | | | | |
Vanta LogicGate Risk Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, Vanta on the left and LogicGate Risk Cloud on the right.The direct prompt
The plain question, one answer per model, grouped by where Vanta and LogicGate Risk Cloud stood in it.
Vanta first, LogicGate Risk Cloud an alternative
2 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, Compyl, Hyperproof, LogicGate
GLM 4.7 FlashXVanta, ZenGRC alternatives: Drata, Hyperproof, LogicGate Risk Cloud
LogicGate Risk Cloud first, Vanta an alternative
1 of 14 modelsVanta was named in the answer but not as the choice, or not at all.Muse Glimmer 30BLogicGate Risk Cloud alternatives: Hyperproof, Vanta, ZenGRC
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Drata alternatives: Hyperproof, VComply, Vanta
Mistral SmallAuditBoard, ZenGRC alternatives: RiskWatch, StandardFusion, Vanta
DeepSeek V4 FlashHyperproof alternatives: Drata, LogicGate Risk Cloud, Vanta, ZenGRC
Qwen 3.7 FlashZenGRC alternatives: AuditBoard, Centraleyes, Drata, Vanta
Kimi K2Hyperproof, ZenGRC alternatives: Drata, Onspring, Vanta
MiniMax M2.5Hyperproof alternatives: AuditBoard, LogicGate Risk Cloud
GPT-6 LunaHyperproof alternatives: Drata, Vanta
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniLogicGate alternatives: AuditBoard, Hyperproof, Optro
Perplexity SonarHyperproof alternatives: LogicGate, ZenGRC
Grok 4.20LogicGate, ZenGRC alternatives: AuditBoard, Drata, Hyperproof
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
Vanta leads by thirty points.
Vanta30%#1 of 12LogicGate Risk Cloud0%#– of 12Mid-marketThe figures above
Vanta leads by twelve points.
Vanta15%#2 of 14LogicGate Risk Cloud3%#7 of 14Enterprise
Vanta leads by eight points.
Vanta8%#3 of 13LogicGate Risk Cloud0%#– of 13What the models said about Vanta
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Avoid: Tools like Vanta, Drata, or Secureframe.” GLM 4.7 FlashX · budget prompt · hard negative
What the models said about LogicGate Risk Cloud
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
Also compared
Hyperproof vs VantaHyperproof vs LogicGate Risk CloudVanta vs ZenGRCVanta vs DrataVanta vs SecureframeVanta vs LogicGateVanta vs SprintoZenGRC vs LogicGate Risk CloudDrata vs LogicGate Risk CloudSecureframe vs LogicGate Risk CloudLogicGate vs LogicGate Risk CloudLogicGate Risk Cloud vs SprintoAll 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.