FloQast vs Optro
Eight of twelve models named FloQast first on the direct prompt; one named Optro. FloQast was named by ten of the twelve models and Optro by eight and FloQast carries 14 labels and Optro 11, so the shares are not directly comparable.
Named in ten categories 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 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.
By framing
FloQastFirst choices, of twelve modelsOptro
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 | |
FloQast Optro first choice named as an alternative argued againstblank: not namedEach cell is one answer, FloQast on the left and Optro on the right.The direct prompt
FloQast first, Optro an alternative
8 of 12 modelsOptro was named in the answer but not as the choice, or not at all.Optro first, FloQast an alternative
1 of 12 modelsFloQast was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 of 12 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
Optro10%#4 of 11FloQast4%#– of 11What the models said about FloQast
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“For most mid-market B2B companies going through their first SOX cycles, FloQast offers the best balance of usability and value.” Kimi K2 · direct prompt · first choice
What the models said about Optro
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“If the Internal Audit / Dedicated SOX Lead owns the project: Go with Optro (AuditBoard). It is the most robust and standardized system for auditors.” Gemini 3.5 Flash · direct prompt · first choice
“Best Overall for Financial Controls, SOX, and Internal Audit: Optro (formerly AuditBoard) ... Optro is the industry standard.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Best for: SOX 404 compliance, internal audit management, and mid-to-large enterprises.” Gemini 3.5 Flash · comparative 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.