GRC platforms · November 2026 Edition
LogicGate vs Onspring
Two of fourteen models named LogicGate first on the direct prompt; one named Onspring. LogicGate was named by thirteen of the fourteen models and Onspring by seven and LogicGate carries 25 labels and Onspring 11, so the shares are not directly comparable.
Named in five categories this edition.
Named in five categories this edition.
First-choice share5%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#8A position in a field of 20; printed, not drawn.
Labels2511A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, LogicGate 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 · Hyperproof vs Onspring · Vanta vs LogicGate
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.
LogicGateFirst choices, of fourteen modelsOnspring
Direct21
Paraphrase10
Comparative10
Budget-constrained012 against Onspring
Scale-constrained00
Negative10
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 and Onspring 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 Onspring first choice named as an alternative argued againstblank: not namedEach cell is one answer, LogicGate on the left and Onspring on the right.The direct prompt
The plain question, one answer per model, grouped by where LogicGate and Onspring stood in it.
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.GPT-5.4 miniLogicGate, Onspring alternatives: Scrut Automation, Sprinto
LogicGate first, Onspring not the choice
1 of 14 modelsOnspring 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
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.20ZenGRC alternatives: AuditBoard, Hyperproof, LogicGate
Mistral SmallHyperproof alternatives: AuditBoard, LogicGate, Workiva
Kimi K2Hyperproof, LogicGate Risk Cloud, Vanta alternatives: AuditBoard, Onspring, RiskWatch
MiniMax M2.5Vanta alternatives: AuditBoard, Drata, LogicGate, Secureframe
Neither was named
8 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
Gemini 3.5 FlashDrata, Vanta alternatives: AuditBoard, Hyperproof, LogicGate Risk Cloud
Perplexity SonarHyperproof alternatives: AuditBoard, Drata, LogicGate Risk Cloud, Scrut Automation, Vanta
DeepSeek V4 FlashHyperproof alternatives: AuditBoard, LogicGate Risk Cloud, Vanta
Llama 4 Maverickno first choice
Qwen 3.7 FlashLogicGate Risk Cloud alternatives: Hyperproof, Optro, RiskWatch, ServiceNow Integrated Risk Management
GLM 4.7 FlashXHyperproof, LogicGate Risk Cloud alternatives: AuditBoard, Compyl
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
Onspring leads by four points.
Onspring4%#7 of 16LogicGate0%#12 of 16Mid-marketThe figures above
The order flips: LogicGate leads at mid-market.
LogicGate5%#6 of 20Onspring4%#8 of 20Enterprise
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
What the models said about Onspring
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“What to Avoid (Too Expensive for Limited Budgets) | Onspring | $20,000/year minimum” Kimi K2 · budget prompt · hard negative
“Onspring, though it may be costly for very small teams” Perplexity Sonar · budget prompt · soft negative
“Highly rated for quality of support and features... It's a strong choice for small businesses” Mistral Small · budget prompt · first choice
“I'd start with Onspring or LogicGate” GPT-5.4 mini · direct prompt · first choice
Also compared
Hyperproof vs LogicGateHyperproof vs OnspringVanta vs LogicGateVanta vs OnspringLogicGate Risk Cloud vs LogicGateLogicGate Risk Cloud vs OnspringSprinto vs LogicGateSprinto vs OnspringDrata vs LogicGateDrata vs OnspringLogicGate vs CompylCompyl 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.