GRC platforms · October 2026 Edition
Secureframe vs LogicGate
Zero of fourteen models named Secureframe first on the direct prompt; two named LogicGate. Secureframe was named by nine of the fourteen models and LogicGate by ten and Secureframe carries 17 labels and LogicGate 22, so the shares are not directly comparable.
Named in four categories this edition.
Named in five categories this edition.
First-choice share5%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 14; printed, not drawn.
Labels1722A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Secureframe 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 Secureframe · Hyperproof vs LogicGate · Vanta vs Secureframe
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.
SecureframeFirst choices, of fourteen modelsLogicGate
Direct02
Paraphrase00
Comparative00
Budget-constrained201 against Secureframe · 1 against LogicGate
Scale-constrained10
Negative002 against Secureframe
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 Secureframe 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 4.1 Fast | | | | |||
| 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 | |
Secureframe LogicGate first choice named as an alternative argued againstblank: not namedEach cell is one answer, Secureframe on the left and LogicGate on the right.The direct prompt
The plain question, one answer per model, grouped by where Secureframe and LogicGate stood in it.
LogicGate first, Secureframe not the choice
2 of 14 modelsSecureframe was named in the answer but not as the choice, or not at all.GPT-5.4 miniLogicGate alternatives: AuditBoard, Hyperproof, Optro
Grok 4.1 FastLogicGate, ZenGRC alternatives: AuditBoard, Drata, Hyperproof
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashDrata, Vanta alternatives: AuditBoard, Compyl, Hyperproof, LogicGate
Perplexity SonarHyperproof alternatives: LogicGate, ZenGRC
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.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
Llama 4 Maverickno first choice
Qwen 3.7 FlashZenGRC alternatives: AuditBoard, Centraleyes, Drata, Vanta
Kimi K2Hyperproof, ZenGRC alternatives: Drata, Onspring, Vanta
GLM 4.7 FlashXVanta, ZenGRC alternatives: Drata, Hyperproof, LogicGate Risk Cloud
MiniMax M2.5Hyperproof alternatives: AuditBoard, LogicGate Risk Cloud
GPT-6 LunaHyperproof alternatives: Drata, Vanta
Muse Glimmer 30BLogicGate Risk Cloud alternatives: Hyperproof, Vanta, ZenGRC
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
Secureframe leads by seven points.
Secureframe7%#5 of 12LogicGate0%#8 of 12Mid-marketThe figures above
Secureframe leads by two points.
Secureframe5%#5 of 14LogicGate3%#6 of 14Enterprise
The order flips: LogicGate leads at enterprise.
LogicGate2%#9 of 13Secureframe0%#– of 13What the models said about Secureframe
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: Tools like Vanta, Drata, or Secureframe.” GLM 4.7 FlashX · budget prompt · hard negative
“Secureframe — Best Overall Budget Option ... Go with Secureframe — it's the most cost-effective solution” DeepSeek V4 Flash · budget prompt · first choice
“Secureframe is positioned as the budget leader: "Best when budget is the hard constraint: Secureframe"” Muse Glimmer 30B · budget 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. Four of four in this category shown.
“good platforms, but typically positioned for larger programs and higher price points” GPT-5.4 mini · budget prompt · soft negative
“If you want the best balance of capability + usability + mid-market fit, start with LogicGate.” GPT-5.4 mini · direct prompt · first choice
“For broader GRC (risk + audit + governance): LogicGate or ZenGRC—configurable without coding.” Grok 4.1 Fast · direct prompt · first choice
“Consider modern alternatives — Newer platforms (LogicGate, Onspring, Drata, Vanta) trade some depth for faster time-to-value” Kimi K2 · negative prompt · alternative
Also compared
Hyperproof vs SecureframeHyperproof vs LogicGateVanta vs SecureframeVanta vs LogicGateZenGRC vs SecureframeZenGRC vs LogicGateDrata vs SecureframeDrata vs LogicGateSecureframe vs LogicGate Risk CloudSecureframe vs SprintoLogicGate vs LogicGate Risk CloudLogicGate 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.