Zero of twelve models named Diligent One Platform first on the direct prompt; one named Workiva. Diligent One Platform was named by ten of the twelve models and Workiva by twelve and Diligent One Platform carries 20 labels and Workiva 33, so the shares are not directly comparable.
Named in three categories this edition.
Named in fourteen categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.
| 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 |
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. Four of four in this category shown.
“It is expensive (often $180k–$350k/year for mid-market packages) and has a steeper learning curve. It is likely overkill” GLM 4.7 FlashX · paraphrase prompt · soft negative
“I'd recommend starting with HighBond or AuditBoard as they offer the best balance of features, ease of use, and pricing” MiniMax M2.5 · paraphrase prompt · first choice
“HighBond is praised for ongoing evidence collection and clear exception follow-through, making them both strong choices” Mistral Small · paraphrase prompt · first choice
“Choose HighBond if you need strong SOX compliance with traceable evidence” MiniMax M2.5 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Workiva, AuditBoard, LogicGate – Overkill, quote-only, and almost always over $40k/year.” DeepSeek V4 Flash · budget prompt · hard negative
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.