Two of fourteen models named AuditBoard first on the direct prompt; zero named Sprinto. AuditBoard was named by fourteen of the fourteen models and Sprinto by eight and AuditBoard carries 33 labels and Sprinto 15, 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.
Across every category in the October 2026 Edition, AuditBoard and Sprinto were named in the same answer eighteen times, of the 104 answers naming AuditBoard and the 40 naming Sprinto. In those answers Sprinto took the first choice two times and AuditBoard seven.
| 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 |
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.
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
“What I'd Avoid for a Mid-Sized B2B Company ... often overkill for mid-market companies” Kimi K2 · paraphrase prompt · hard negative
“AuditBoard and Workiva are excellent, but their public materials and category positioning are much more enterprise-oriented” GPT-5.4 mini · budget prompt · soft negative
“Highly popular for mid-market and scaling pre-IPO/public companies. It is purpose-built for audit, incredibly user-friendly for control owners, and loved by external auditors.” Gemini 3.5 Flash · scale prompt · first choice
“Choose AuditBoard if your internal auditors are tired of spreadsheets and need a user-friendly tool to test controls.” DeepSeek V4 Flash · comparative prompt · first choice
“the undisputed gold standard for mid-market to enterprise teams managing internal audit, SOX compliance, and risk” Gemini 3.5 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Sprinto is widely regarded as one of the most budget-friendly compliance automation platforms on the market.” Gemini 3.5 Flash · budget prompt · first choice
“Best overall budget pick: Sprinto for SMBs needing broader compliance workflows.” Perplexity Sonar · budget prompt · first choice
“Best overall for a limited budget: Sprinto or Secureframe” GPT-5.4 mini · budget prompt · first choice
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.