3 categories · RankedHyperproof
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| GRC platforms | Security operations | 12% | 2 of 77 | 6% | 34 | accepted challenger |
| Third-party risk management | Security operations | 2% | 11 of 72 | 20% | 5 | under 10 labels · led by UpGuard at 53% |
| Compliance automation | Security operations | 0% | 14 of 54 | 14% | 22 | accepted challenger |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 1 | 3 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 4 | 0 | 0 | 5 |
| Perplexity Sonar | 1 | 3 | 3 | 0 | 7 |
| Grok 4.1 Fast | 0 | 2 | 3 | 4 | 9 |
| Mistral Small | 1 | 2 | 1 | 0 | 4 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 1 | 5 |
| Llama 4 Maverick | 1 | 2 | 1 | 0 | 4 |
| Qwen 3.7 Flash | 1 | 2 | 2 | 0 | 5 |
| Kimi K2 | 1 | 4 | 1 | 0 | 6 |
| GLM 4.7 FlashX | 1 | 4 | 2 | 0 | 7 |
| MiniMax M2.5 | 0 | 3 | 2 | 0 | 5 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“top platforms like Hyperproof standing out for their robust framework template library, native AI capabilities, continuous controls monitoring, and seamless integrations” Claude Haiku 4.5 · GRC · comparative prompt · first choice
“The "Flexible GRC" Sweet Spot (Best Overall for Mid-Market) ... Hyperproof’s core strength is cross-framework control mapping.” Gemini 3.5 Flash · GRC · direct prompt · first choice
“or Hyperproof if your main priority is compliance automation with some governance workflow management” Perplexity Sonar · GRC · paraphrase prompt · first choice
“such as SimpleRisk, Hyperproof, or LogicGate. These platforms provide low-cost or open-source options” Llama 4 Maverick · GRC · budget prompt · first choice
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Hyperproof is popular but quote-only pricing and typically starts around $12K/year — generally not budget-friendly.” DeepSeek V4 Flash · GRC · budget prompt · hard negative
“Hyperproof: steep setup ... enterprises want more from Hyperproof” Grok 4.1 Fast · Compliance automation · negative prompt · soft negative
“not ideal for a first-time SOC 2 with no internal GRC resource” Claude Haiku 4.5 · Compliance automation · comparative prompt · soft negative
“Newer TPRM; less emphasis on continuous monitoring.” Grok 4.1 Fast · TPRM · paraphrase prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 131 of the 145 answers that named Hyperproof and are not a share of its labels.
Domains cited
440 of the 440 domain citations in answers naming Hyperproof came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Hyperproof
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