GRC platforms · November 2026 Edition
Vanta vs Compyl
Three of fourteen models named Vanta first on the direct prompt; one named Compyl. Vanta was named by fourteen of the fourteen models and Compyl by seven and Vanta carries 54 labels and Compyl 12, so the shares are not directly comparable.
Named in seven categories this edition.
Named in one category this edition.
First-choice share16%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate15%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#7A position in a field of 20; printed, not drawn.
Labels5412A 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 Compyl · 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.
VantaFirst choices, of fourteen modelsCompyl
Direct311 against Vanta
Paraphrase321 against Vanta
Comparative10
Budget-constrained202 against Vanta
Scale-constrained101 against Vanta
Negative003 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 Compyl 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 Compyl first choice named as an alternative argued againstblank: not namedEach cell is one answer, Vanta on the left and Compyl on the right.The direct prompt
The plain question, one answer per model, grouped by where Vanta and Compyl stood in it.
Vanta first, Compyl not the choice
3 of 14 modelsCompyl 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
Kimi K2Hyperproof, LogicGate Risk Cloud, Vanta alternatives: AuditBoard, Onspring, RiskWatch
MiniMax M2.5Vanta alternatives: AuditBoard, Drata, LogicGate, Secureframe
Compyl first, Vanta an alternative
1 of 14 modelsVanta was named in the answer but not as the choice, or not at all.Muse Glimmer 30BCompyl, Hyperproof, LogicGate alternatives: Drata, LogicManager, OneTrust GRC, Resolver, Riskonnect, Secureframe, Vanta, ZenGRC
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.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
GLM 4.7 FlashXHyperproof, LogicGate Risk Cloud alternatives: AuditBoard, Compyl
GPT-6 LunaHyperproof alternatives: Drata, Vanta
Neither was named
5 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
Qwen 3.7 FlashLogicGate Risk Cloud alternatives: Hyperproof, Optro, RiskWatch, ServiceNow Integrated Risk Management
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
Compyl is not named for this buyer.
Vanta30%#1 of 16Compyl—not namedMid-marketThe figures above
Enterprise
What the models said about Vanta
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid for most mid-market B2B: Enterprise-heavy like ServiceNow IRM, RSA Archer, or MetricStream (overkill/costly); pure startup tools like Vanta/Drata (under-scoped for broad GRC” Grok 4.20 · direct prompt · hard negative
“When to Avoid: If you want deep control over customization and have a smaller team that needs flexible support.” GLM 4.7 FlashX · negative prompt · hard negative
“Choose Vanta or Drata if your company is under ~500 employees, cloud-native, and needs a streamlined solution to pass security audits” Gemini 3.5 Flash · direct prompt · first choice
What the models said about Compyl
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Hyperproof or Compyl — they hit the sweet spot of being robust enough for a maturing program without the enterprise bloat.” Kimi K2 · paraphrase prompt · first choice
“Highly rated for mid-market companies, especially if you need a balance of compliance, risk, and governance in one system.” Mistral Small · paraphrase 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
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.