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Internal controls and SOX · October 2026 Edition

AuditBoard vs Sprinto

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.

AuditBoard

accepted challenger

Named in one category this edition.

Sprinto

accepted challenger

Named in one category this edition.

First-choice share12%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate24%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 16; printed, not drawn.
Labels3315A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, AuditBoard reading right to left. Rank and label count are printed, not drawn.FloQast was named alongside these two in thirteen of the fourteen direct answers. FloQast vs AuditBoard · FloQast vs Sprinto · AuditBoard vs Onspring

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.
AuditBoardFirst choices, of fourteen modelsSprinto
Direct20
Paraphrase301 against AuditBoard
Comparative30
Budget-constrained036 against AuditBoard
Scale-constrained10
Negative001 against AuditBoard
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.

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.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where AuditBoard and Sprinto stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
AuditBoard Sprinto first choice named as an alternative argued againstblank: not namedEach cell is one answer, AuditBoard on the left and Sprinto on the right.

The direct prompt

The plain question, one answer per model, grouped by where AuditBoard and Sprinto stood in it.

AuditBoard first, Sprinto not the choice

2 of 14 modelsSprinto was named in the answer but not as the choice, or not at all.
GPT-5.4 miniAuditBoard alternatives: Vanta, Workiva
Mistral SmallAuditBoard, FloQast alternatives: Complies.ai, Scytale

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastFloQast alternatives: AuditBoard, BlackLine
Qwen 3.7 FlashFloQast alternatives: AuditBoard, Scytale
MiniMax M2.5FloQast alternatives: AuditBoard, Workiva
Muse Glimmer 30BFloQast alternatives: AuditBoard, HighRadius, Hyperproof, Onspring, Scytale

Neither was named

8 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5no first choice alternatives: BlackLine, FloQast, HighRadius, LogicGate Risk Cloud, Scytale
Gemini 3.5 FlashOptro alternatives: FloQast, Pathlock, Scytale, Vanta, Workiva
Perplexity SonarFloQast alternatives: Netwrix Auditor, Optro, Scytale
DeepSeek V4 FlashFloQast alternatives: BlackLine, Hyperproof, Workiva
Llama 4 MaverickFloQast, Scytale
Kimi K2FloQast alternatives: Hyperproof, Onspring, Workiva
GLM 4.7 FlashXFloQast alternatives: Hyperproof, NAVEX One, Onspring, Workiva
GPT-6 LunaOptro alternatives: FloQast, 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
AuditBoard leads by one point.
AuditBoard4%#7 of 14
Sprinto3%#8 of 14
The full small business standing →
Mid-marketThe figures above
AuditBoard leads by six points.
AuditBoard12%#2 of 16
Sprinto6%#3 of 16
The full mid-market standing →
Enterprise
AuditBoard leads by twenty-three points.
AuditBoard23%#1 of 11
Sprinto0%#– of 11
The full enterprise standing →

What the models said about AuditBoard

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

What the models said about Sprinto

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
Also compared

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.