Internal controls and SOX · November 2026 Edition
VComply vs Process Street
One of fourteen models named VComply first on the direct prompt; zero named Process Street. VComply was named by seven of the fourteen models and Process Street by nine and both carry 12 labels, so the shares below are directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share4%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 18; printed, not drawn.
Labels1212Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, VComply reading right to left. Rank and label count are printed, not drawn.FloQast was named alongside these two in ten of the fourteen direct answers. FloQast vs VComply · FloQast vs Process Street · AuditBoard vs VComply
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
VComplyFirst choices, of fourteen modelsProcess Street
Direct10
Paraphrase10
Comparative00
Budget-constrained02
Scale-constrained00
Negative00
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where VComply and Process Street stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | |||||
| Perplexity Sonar | | |||||
| Grok 4.20 | | | | |||
| 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 | |
VComply Process Street first choice named as an alternative argued againstblank: not namedEach cell is one answer, VComply on the left and Process Street on the right.The direct prompt
The plain question, one answer per model, grouped by where VComply and Process Street stood in it.
VComply first, Process Street not the choice
1 of 14 modelsProcess Street was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashAuditBoard, VComply alternatives: BlackLine Controls & Certifications, Drata, Vanta
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.DeepSeek V4 FlashFloQast alternatives: AuditBoard, Hyperproof, Onspring, Optro, VComply, Workiva
Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Optro alternatives: BlackLine Controls & Certifications, FloQast, Netwrix Auditor, Resolver
GPT-5.4 miniOptro, Workiva alternatives: FloQast
Gemini 3.5 FlashAuditBoard alternatives: FloQast, Hyperproof, LogicGate Risk Cloud, Workiva
Perplexity SonarFloQast alternatives: Hyperproof, Optro, Workiva
Grok 4.20FloQast alternatives: AuditBoard, Hyperproof, Onspring
Mistral SmallScytale, Workiva alternatives: Optro, Sprinto
Llama 4 Maverickno first choice
Kimi K2FloQast alternatives: BlackLine Controls & Certifications, ComplyJet, Pathlock, Vanta
GLM 4.7 FlashXFloQast alternatives: AuditBoard, Hyperproof, Onspring, Workiva
MiniMax M2.5AuditBoard, FloQast alternatives: BlackLine Controls & Certifications, Pathlock, Vanta
GPT-6 LunaFloQast Compliance Management alternatives: Optro, Workiva
Muse Glimmer 30BFloQast alternatives: AuditBoard, BlackLine Controls & Certifications, Diligent One Platform, Optro, Workiva
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
VComply5%#6 of 14Process Street5%#5 of 14Mid-marketThe figures above
Level: the same share of first choices.
VComply4%#6 of 18Process Street4%#7 of 18Enterprise
Level: the same share of first choices.
VComply0%#– of 14Process Street0%#– of 14What the models said about VComply
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I recommend VComply as the top choice for a mid-sized B2B company.” Grok 4.20 · paraphrase prompt · first choice
“points to AuditBoard and VComply as the top two options” Qwen 3.7 Flash · direct prompt · first choice
“modular, cloud-native platforms built for modern compliance, audit, risk and policy management” Muse Glimmer 30B · comparative prompt · alternative
What the models said about Process Street
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Process Street *(Best for Minimal Budgets & Small Teams)* ... simple, predictable SaaS pricing model with low onboarding friction” Gemini 3.5 Flash · budget prompt · first choice
“Process Street ⭐ Best Overall for Limited Budgets” MiniMax M2.5 · budget prompt · first choice
“Process Street or Optro: Workflow-heavy options; ideal if your gap is recurring control execution with evidence capture.” Grok 4.20 · scale prompt · alternative
Also compared
FloQast vs VComplyFloQast vs Process StreetAuditBoard vs VComplyAuditBoard vs Process StreetWorkiva vs VComplyWorkiva vs Process StreetHyperproof vs VComplyHyperproof vs Process StreetOptro vs VComplyOptro vs Process StreetVComply vs OnspringProcess Street vs OnspringAll twenty-eight head-to-head pages and the full internal controls standing
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.