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Data security posture management · November 2026 Edition

Wiz vs Amazon Macie

Three of fourteen models named Wiz first on the direct prompt; zero named Amazon Macie. Wiz was named by fourteen of the fourteen models and Amazon Macie by nine and Wiz carries 39 labels and Amazon Macie 11, so the shares are not directly comparable.

Wiz

accepted challenger

Named in seventeen categories this edition.

Amazon Macie

accepted challenger

Named in one category this edition.

First-choice share10%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 11; printed, not drawn.
Labels3911A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Wiz reading right to left. Rank and label count are printed, not drawn.Cyera was named alongside these two in eleven of the fourteen direct answers. Microsoft Purview vs Wiz · Microsoft Purview vs Amazon Macie · Cyera vs Wiz

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 data security posture management page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
WizFirst choices, of fourteen modelsAmazon Macie
Direct301 against Wiz
Paraphrase10
Comparative301 against Wiz
Budget-constrained133 against Wiz
Scale-constrained00
Negative003 against Wiz · 2 against Amazon Macie
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 Wiz and Amazon Macie stood in it.
ModelDirectAMParaphraseAMComparativeAMBudget-constrainedAMScale-constrainedAMNegativeAM
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 FlashAM
Perplexity Sonar
Grok 4.20AM
Mistral Small
DeepSeek V4 FlashAM
Llama 4 MaverickAM
Qwen 3.7 FlashAMAM
Kimi K2AM
GLM 4.7 FlashX
MiniMax M2.5AM
GPT-6 LunaAM
Muse Glimmer 30BAM
WizAM Amazon Macie first choice named as an alternative argued againstblank: not namedEach cell is one answer, Wiz on the left and Amazon Macie on the right.

The direct prompt

The plain question, one answer per model, grouped by where Wiz and Amazon Macie stood in it.

Wiz first, Amazon Macie not the choice

3 of 14 modelsAmazon Macie was named in the answer but not as the choice, or not at all.
Grok 4.20Wiz alternatives: Cyera DSPM, Securiti, Sentra
Mistral SmallCyera, Wiz alternatives: Microsoft Defender for Cloud, Varonis Data Security Platform
GLM 4.7 FlashXCyera, Wiz alternatives: BigID, Microsoft Purview, Varonis Data Security Platform

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashCyera alternatives: Concentric AI, Sentra, Wiz
DeepSeek V4 FlashCyera alternatives: Securiti, Sentra, Wiz
Llama 4 Maverickno first choice alternatives: Cyera, Varonis Data Security Platform, Wiz
Kimi K2Sentra alternatives: BigID, Cyera, Orca Security, Wiz
GPT-6 LunaCyera alternatives: BigID, Microsoft Purview, Wiz

Neither was named

6 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Sentra alternatives: Cyera, Netwrix
GPT-5.4 miniSentra alternatives: BigID, Rubrik, Tenable
Perplexity SonarCyera alternatives: BigID, Microsoft Purview, Sentra, Varonis Data Security Platform
Qwen 3.7 FlashMicrosoft Purview alternatives: Cyera, Securiti, Upwind
MiniMax M2.5Microsoft Purview alternatives: Sentra
Muse Glimmer 30BCyera, Sentra alternatives: Wiz DSPM

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
Wiz leads by two points.
Wiz8%#2 of 11
Amazon Macie6%#5 of 11
The full small business standing →
Mid-marketThe figures above
Wiz leads by four points.
Wiz10%#4 of 11
Amazon Macie6%#6 of 11
The full mid-market standing →
Enterprise
Wiz leads by four points.
Wiz4%#7 of 12
Amazon Macie0%#– of 12
The full enterprise standing →

What the models said about Wiz

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

“Wiz Essential starts around $24,000 ... reviewers note complex licensing and overwhelming feature sets for smaller teams” Kimi K2 · budget prompt · hard negative

What the models said about Amazon Macie

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

“Basic CSP-Native Tools (e.g., Basic AWS Macie / Azure Purview setups): While powerful individually, using them as a standalone DSPM strategy often leads to siloed management.” Qwen 3.7 Flash · negative prompt · soft negative
“AWS Macie only supports AWS S3 buckets (and RDS via snapshot to S3); that is incomplete for almost all users” Muse Glimmer 30B · negative prompt · soft negative
“If you are AWS/Azure heavy with minimal SaaS: Start with AWS Macie or Microsoft Defender/Purview to pay strictly for consumption.” Gemini 3.5 Flash · budget prompt · first choice
“If you are 100% AWS: Buy Amazon Macie (pay-as-you-go).” DeepSeek V4 Flash · budget prompt · first choice
“Top Recommendation: Amazon Macie (if using AWS)” Grok 4.20 · 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.