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Internal controls and SOX · October 2026 Edition

Sprinto vs Hyperproof

Zero of fourteen models named Sprinto first on the direct prompt; zero named Hyperproof. Sprinto was named by eight of the fourteen models and Hyperproof by eight and Sprinto carries 15 labels and Hyperproof 14, so the shares are not directly comparable.

Sprinto

accepted challenger

Named in one category this edition.

Hyperproof

accepted challenger

Named in one category this edition.

First-choice share6%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#3#6A position in a field of 16; printed, not drawn.
Labels1514A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Sprinto 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 Sprinto · FloQast vs Hyperproof · AuditBoard vs Sprinto

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.
SprintoFirst choices, of fourteen modelsHyperproof
Direct00
Paraphrase01
Comparative00
Budget-constrained30
Scale-constrained01
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.

Across every category in the October 2026 Edition, Sprinto and Hyperproof were named in the same answer twelve times, of the 40 answers naming Sprinto and the 44 naming Hyperproof. In those answers Hyperproof took the first choice two times and Sprinto two.

Every model, every framing

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

The direct prompt

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

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.
DeepSeek V4 FlashFloQast alternatives: BlackLine, Hyperproof, Workiva
Kimi K2FloQast alternatives: Hyperproof, Onspring, Workiva
GLM 4.7 FlashXFloQast alternatives: Hyperproof, NAVEX One, Onspring, Workiva
Muse Glimmer 30BFloQast alternatives: AuditBoard, HighRadius, Hyperproof, Onspring, Scytale

Neither was named

10 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
GPT-5.4 miniAuditBoard alternatives: Vanta, Workiva
Gemini 3.5 FlashOptro alternatives: FloQast, Pathlock, Scytale, Vanta, Workiva
Perplexity SonarFloQast alternatives: Netwrix Auditor, Optro, Scytale
Grok 4.1 FastFloQast alternatives: AuditBoard, BlackLine
Mistral SmallAuditBoard, FloQast alternatives: Complies.ai, Scytale
Llama 4 MaverickFloQast, Scytale
Qwen 3.7 FlashFloQast alternatives: AuditBoard, Scytale
MiniMax M2.5FloQast alternatives: AuditBoard, 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
Hyperproof leads by six points.
Hyperproof8%#3 of 14
Sprinto3%#8 of 14
The full small business standing →
Mid-marketThe figures above
The order flips: Sprinto leads at mid-market.
Sprinto6%#3 of 16
Hyperproof4%#6 of 16
The full mid-market standing →
Enterprise
The order flips: Hyperproof leads at enterprise.
Hyperproof2%#– of 11
Sprinto0%#– of 11
The full enterprise standing →

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

What the models said about Hyperproof

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“Hyperproof — Solid mid-market option with good balance of features and price” DeepSeek V4 Flash · scale prompt · first choice
“My default pick: Hyperproof” GPT-6 Luna · paraphrase prompt · first choice
“consider Hyperproof instead, as it consolidates multiple frameworks into one control library” DeepSeek V4 Flash · direct prompt · alternative
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.