Data security posture management · November 2026 Edition
Amazon Macie vs Securiti
Zero of fourteen models named Amazon Macie first on the direct prompt; zero named Securiti. Amazon Macie was named by nine of the fourteen models and Securiti by fourteen and Amazon Macie carries 11 labels and Securiti 22, so the shares are not directly comparable.
Amazon Macie
accepted challengerNamed in one category this edition.
Named in three categories this edition.
First-choice share6%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate18%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 11; printed, not drawn.
Labels1122A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Amazon Macie 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 Amazon Macie · Microsoft Purview vs Securiti · Cyera vs Amazon Macie
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.
Amazon MacieFirst choices, of fourteen modelsSecuriti
Direct00
Paraphrase01
Comparative01
Budget-constrained301 against Securiti
Scale-constrained00
Negative002 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 Amazon Macie and Securiti stood in it.
| Model | DirectAM | ParaphraseAM | ComparativeAM | Budget-constrainedAM | Scale-constrainedAM | NegativeAM |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | AM | ||||
| Perplexity Sonar | | | ||||
| Grok 4.20 | | | | AM | ||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | AM | |||
| Llama 4 Maverick | AM | |||||
| Qwen 3.7 Flash | | AM | AM | |||
| Kimi K2 | | AM | ||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | AM | | |||
| GPT-6 Luna | AM | |||||
| Muse Glimmer 30B | | AM |
AM Amazon Macie SecuritiAM first choiceAM named as an alternativeAM argued againstblank: not namedEach cell is one answer, Amazon Macie on the left and Securiti on the right.
SecuritiAM first choiceAM named as an alternativeAM argued againstblank: not namedEach cell is one answer, Amazon Macie on the left and Securiti on the right.The direct prompt
The plain question, one answer per model, grouped by where Amazon Macie and Securiti stood in it.
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.20Wiz alternatives: Cyera DSPM, Securiti, Sentra
DeepSeek V4 FlashCyera alternatives: Securiti, Sentra, Wiz
Qwen 3.7 FlashMicrosoft Purview alternatives: Cyera, Securiti, Upwind
Neither was named
11 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
Gemini 3.5 FlashCyera alternatives: Concentric AI, Sentra, Wiz
Perplexity SonarCyera alternatives: BigID, Microsoft Purview, Sentra, Varonis Data Security Platform
Mistral SmallCyera, Wiz alternatives: Microsoft Defender for Cloud, Varonis Data Security Platform
Llama 4 Maverickno first choice alternatives: Cyera, Varonis Data Security Platform, Wiz
Kimi K2Sentra alternatives: BigID, Cyera, Orca Security, Wiz
GLM 4.7 FlashXCyera, Wiz alternatives: BigID, Microsoft Purview, Varonis Data Security Platform
MiniMax M2.5Microsoft Purview alternatives: Sentra
GPT-6 LunaCyera alternatives: BigID, Microsoft Purview, Wiz
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
Amazon Macie leads by six points.
Amazon Macie6%#5 of 11
Securiti0%#8 of 11Mid-marketThe figures above
Amazon Macie leads by four points.
Amazon Macie6%#6 of 11
Securiti2%#7 of 11Enterprise
Level: the same share of first choices.
Amazon Macie0%#– of 12
Securiti0%#10 of 12What 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
What the models said about Securiti
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Platforms to Avoid on a Tight Budget” Qwen 3.7 Flash · budget prompt · hard negative
“For Hybrid/AI-Heavy: Cyera or Securiti for comprehensive coverage.” Grok 4.20 · comparative prompt · first choice
“| Overall best balance | Varonis or Securiti |” MiniMax M2.5 · paraphrase prompt · first choice
“Strong AI-driven discovery across multicloud; great if you have diverse clouds, but it may require more setup than Purview.” Grok 4.20 · paraphrase prompt · alternative
Also compared
Microsoft Purview vs Amazon MacieMicrosoft Purview vs SecuritiCyera vs Amazon MacieCyera vs SecuritiSentra vs Amazon MacieSentra vs SecuritiWiz vs Amazon MacieWiz vs SecuritiVaronis Data Security Platform vs Amazon MacieVaronis Data Security Platform vs SecuritiAmazon Macie vs IBM GuardiumSecuriti vs IBM GuardiumAll twenty-eight head-to-head pages and the full DSPM 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.