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GRC platforms · October 2026 Edition

Drata vs Sprinto

Two of fourteen models named Drata first on the direct prompt; zero named Sprinto. Drata was named by fourteen of the fourteen models and Sprinto by ten and Drata carries 50 labels and Sprinto 12, so the shares are not directly comparable.

Drata

accepted challenger

Named in seven categories this edition.

Sprinto

accepted challenger

Named in six categories this edition.

First-choice share12%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#8A position in a field of 14; printed, not drawn.
Labels5012A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Drata reading right to left. Rank and label count are printed, not drawn.Hyperproof was named alongside these two in eleven of the fourteen direct answers. Hyperproof vs Drata · Hyperproof vs Sprinto · Vanta vs Drata

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 GRC platforms page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
DrataFirst choices, of fourteen modelsSprinto
Direct20
Paraphrase20
Comparative10
Budget-constrained023 against Drata
Scale-constrained30
Negative004 against Drata · 1 against Sprinto
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, Drata and Sprinto were named in the same answer 165 times, of the 413 answers naming Drata and the 239 naming Sprinto. In those answers Sprinto took the first choice thirty-seven times and Drata thirty-six.

Every model, every framing

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

The direct prompt

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

Drata first, Sprinto not the choice

2 of 14 modelsSprinto was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Drata alternatives: Hyperproof, VComply, Vanta
Gemini 3.5 FlashDrata, Vanta alternatives: AuditBoard, Compyl, Hyperproof, LogicGate

Neither was the first choice, one was named

6 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Grok 4.1 FastLogicGate, ZenGRC alternatives: AuditBoard, Drata, Hyperproof
DeepSeek V4 FlashHyperproof alternatives: Drata, LogicGate Risk Cloud, Vanta, ZenGRC
Qwen 3.7 FlashZenGRC alternatives: AuditBoard, Centraleyes, Drata, Vanta
Kimi K2Hyperproof, ZenGRC alternatives: Drata, Onspring, Vanta
GLM 4.7 FlashXVanta, ZenGRC alternatives: Drata, Hyperproof, LogicGate Risk Cloud
GPT-6 LunaHyperproof alternatives: Drata, Vanta

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniLogicGate alternatives: AuditBoard, Hyperproof, Optro
Perplexity SonarHyperproof alternatives: LogicGate, ZenGRC
Mistral SmallAuditBoard, ZenGRC alternatives: RiskWatch, StandardFusion, Vanta
Llama 4 Maverickno first choice
MiniMax M2.5Hyperproof alternatives: AuditBoard, LogicGate Risk Cloud
Muse Glimmer 30BLogicGate Risk Cloud alternatives: Hyperproof, Vanta, ZenGRC

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
Sprinto leads by two points.
Sprinto18%#2 of 12
Drata16%#3 of 12
The full small business standing →
Mid-marketThe figures above
The order flips: Drata leads at mid-market.
Drata12%#4 of 14
Sprinto3%#8 of 14
The full mid-market standing →
Enterprise
Drata leads by six points.
Drata6%#5 of 13
Sprinto0%#– of 13
The full enterprise standing →

What the models said about Drata

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

“Avoid: Tools like Vanta, Drata, or Secureframe.” GLM 4.7 FlashX · budget prompt · hard negative
“Drata automates 90%+ of controls and starting from approximately $15,000/year, is often the best value for mid-market companies” Claude Haiku 4.5 · direct 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. One of one in this category shown.

“with Sprinto standing out for startups and small teams scaling into their first compliance frameworks” Perplexity Sonar · 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.