Optro vs Hyperproof
Two of fourteen models named Optro first on the direct prompt; zero named Hyperproof. Optro was named by nine of the fourteen models and Hyperproof by eight and Optro carries 15 labels and Hyperproof 14, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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 Internal controls and SOX page.
By framing
OptroFirst choices, of fourteen modelsHyperproof
Across every category in the October 2026 Edition, Optro and Hyperproof were named in the same answer nine times, of the 48 answers naming Optro and the 44 naming Hyperproof. In those answers Hyperproof took the first choice one time and Optro two.
Every model, every framing
| 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 | | | | |
Optro Hyperproof first choice named as an alternative argued againstblank: not namedEach cell is one answer, Optro on the left and Hyperproof on the right.The direct prompt
Optro first, Hyperproof not the choice
2 of 14 modelsHyperproof was named in the answer but not as the choice, or not at all.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.Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.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
Hyperproof8%#3 of 14Optro0%#– of 14Optro6%#5 of 16Hyperproof4%#6 of 16What the models said about Optro
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“What to Avoid on a Budget - AuditBoard/Optro \u2014 custom pricing, typically enterprise-level” DeepSeek V4 Flash · budget prompt · hard negative
“typically starts at $25,000–$50,000 per year based on brokered contract medians, which is often too steep for SMBs or startups” Grok 4.1 Fast · budget prompt · soft negative
“expensive suites like AuditBoard/Optro or Workiva may be overkill before you've established basic IT general controls” Kimi K2 · negative prompt · soft negative
“Best For: Mid-market to large enterprises seeking a unified "single source of truth" connecting internal audit, SOX compliance, IT risk, and enterprise risk.” Gemini 3.5 Flash · comparative prompt · first choice
“Best Overall for Risk & Audit Workflows: Optro (formerly AuditBoard) ... is the industry gold standard.” Gemini 3.5 Flash · direct prompt · first choice
“The most common mid-market pick for a full control lifecycle is Optro, formerly AuditBoard.” Muse Glimmer 30B · paraphrase prompt · first choice
What the models said about Hyperproof
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 — Solid mid-market option with good balance of features and price” DeepSeek V4 Flash · scale prompt · first choice
“My default pick: Hyperproof” GPT-6 Luna · paraphrase prompt · first choice
“consider Hyperproof instead, as it consolidates multiple frameworks into one control library” DeepSeek V4 Flash · direct prompt · alternative
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.