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GRC platforms · October 2026 Edition

Hyperproof vs LogicGate

Five of fourteen models named Hyperproof first on the direct prompt; two named LogicGate. Hyperproof was named by thirteen of the fourteen models and LogicGate by ten and Hyperproof carries 30 labels and LogicGate 22, so the shares are not directly comparable.

Hyperproof

accepted challenger

Named in five categories this edition.

LogicGate

accepted challenger

Named in five categories this edition.

First-choice share19%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 14; printed, not drawn.
Labels3022A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Hyperproof reading right to left. Rank and label count are printed, not drawn.Vanta was named alongside these two in nine of the fourteen direct answers. Hyperproof vs Vanta · Hyperproof vs ZenGRC · Hyperproof vs Drata

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.
HyperproofFirst choices, of fourteen modelsLogicGate
Direct52
Paraphrase50
Comparative00
Budget-constrained001 against Hyperproof · 1 against LogicGate
Scale-constrained10
Negative00
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.

Across every category in the October 2026 Edition, Hyperproof and LogicGate were named in the same answer thirty times, of the 149 answers naming Hyperproof and the 99 naming LogicGate. In those answers LogicGate took the first choice two times and Hyperproof three.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Hyperproof and LogicGate stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Hyperproof LogicGate first choice named as an alternative argued againstblank: not namedEach cell is one answer, Hyperproof on the left and LogicGate on the right.

The direct prompt

The plain question, one answer per model, grouped by where Hyperproof and LogicGate stood in it.

Hyperproof first, LogicGate an alternative

5 of 14 modelsLogicGate was named in the answer but not as the choice, or not at all.
Perplexity SonarHyperproof alternatives: LogicGate, ZenGRC
DeepSeek V4 FlashHyperproof alternatives: Drata, LogicGate Risk Cloud, Vanta, ZenGRC
Kimi K2Hyperproof, ZenGRC alternatives: Drata, Onspring, Vanta
MiniMax M2.5Hyperproof alternatives: AuditBoard, LogicGate Risk Cloud
GPT-6 LunaHyperproof alternatives: Drata, Vanta

LogicGate first, Hyperproof an alternative

2 of 14 modelsHyperproof 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

4 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
Gemini 3.5 FlashDrata, Vanta alternatives: AuditBoard, Compyl, Hyperproof, LogicGate
GLM 4.7 FlashXVanta, ZenGRC alternatives: Drata, Hyperproof, LogicGate Risk Cloud
Muse Glimmer 30BLogicGate Risk Cloud alternatives: Hyperproof, Vanta, ZenGRC

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Mistral SmallAuditBoard, ZenGRC alternatives: RiskWatch, StandardFusion, Vanta
Llama 4 Maverickno first choice
Qwen 3.7 FlashZenGRC alternatives: AuditBoard, Centraleyes, 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.
Hyperproof0%#7 of 12
LogicGate0%#8 of 12
The full small business standing →
Mid-marketThe figures above
Hyperproof leads by fifteen points.
Hyperproof19%#1 of 14
LogicGate3%#6 of 14
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Hyperproof2%#10 of 13
LogicGate2%#9 of 13
The full enterprise standing →

What the models said about Hyperproof

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five 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 I had to pick one default recommendation for a typical mid-sized B2B firm, I'd choose Hyperproof” Perplexity Sonar · paraphrase prompt · first choice
“For most mid-market B2B companies, the practical sweet spot is Hyperproof (if you manage 3+ frameworks)” DeepSeek V4 Flash · direct prompt · first choice
“I'd recommend Hyperproof as a strong starting point for a governance, risk, and compliance (GRC) tool.” Grok 4.1 Fast · 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. 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

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.