Data security posture management · November 2026 Edition
Sentra vs Amazon Macie
Four of fourteen models named Sentra first on the direct prompt; zero named Amazon Macie. Sentra was named by thirteen of the fourteen models and Amazon Macie by nine and Sentra carries 32 labels and Amazon Macie 11, so the shares are not directly comparable.
Named in one category this edition.
Amazon Macie
accepted challengerNamed in one category this edition.
First-choice share10%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate6%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#6A position in a field of 11; printed, not drawn.
Labels3211A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Sentra 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 Sentra · Microsoft Purview vs Amazon Macie · Cyera vs Sentra
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.
SentraFirst choices, of fourteen modelsAmazon MacieDirect40
Paraphrase00
Comparative00
Budget-constrained131 against Sentra
Scale-constrained00
Negative001 against Sentra · 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 Sentra and Amazon Macie 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 |
SentraAM Amazon Macie first choice named as an alternative argued againstblank: not namedEach cell is one answer, Sentra on the left and Amazon Macie on the right.The direct prompt
The plain question, one answer per model, grouped by where Sentra and Amazon Macie stood in it.
Sentra first, Amazon Macie not the choice
4 of 14 modelsAmazon Macie was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Sentra alternatives: Cyera, Netwrix
GPT-5.4 miniSentra alternatives: BigID, Rubrik, Tenable
Kimi K2Sentra alternatives: BigID, Cyera, Orca Security, Wiz
Muse Glimmer 30BCyera, Sentra alternatives: Wiz DSPM
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
Perplexity SonarCyera alternatives: BigID, Microsoft Purview, Sentra, Varonis Data Security Platform
Grok 4.20Wiz alternatives: Cyera DSPM, Securiti, Sentra
DeepSeek V4 FlashCyera alternatives: Securiti, Sentra, Wiz
MiniMax M2.5Microsoft Purview alternatives: Sentra
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.Mistral SmallCyera, Wiz alternatives: Microsoft Defender for Cloud, Varonis Data Security Platform
Llama 4 Maverickno first choice alternatives: Cyera, Varonis Data Security Platform, Wiz
Qwen 3.7 FlashMicrosoft Purview alternatives: Cyera, Securiti, Upwind
GLM 4.7 FlashXCyera, Wiz alternatives: BigID, Microsoft Purview, Varonis Data Security Platform
GPT-6 LunaCyera alternatives: BigID, Microsoft Purview, Wiz
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
Level: the same share of first choices.
Sentra6%#4 of 11Amazon Macie6%#5 of 11
The full small business standing →Mid-marketThe figures above
Enterprise
What the models said about Sentra
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Platforms to Avoid on a Tight Budget” Qwen 3.7 Flash · budget prompt · hard negative
“Sentra can have a steeper learning curve or heavier configuration overhead compared to newer entrants” Qwen 3.7 Flash · negative prompt · soft negative
“Sentra is the top-rated DSPM vendor for cloud-first enterprises in 2026... For mid-market organizations on a tight deployment timeline, Sentra often wins evaluations” Claude Haiku 4.5 · direct prompt · first choice
“Sentra is the vendor most often cited for cost-conscious teams.” Muse Glimmer 30B · budget prompt · first choice
“Sentra is the most frequently recommended mid-market DSPM” Muse Glimmer 30B · direct prompt · first choice
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
Microsoft Purview vs SentraMicrosoft Purview vs Amazon MacieCyera vs SentraCyera vs Amazon MacieSentra vs WizSentra vs Varonis Data Security PlatformSentra vs SecuritiSentra vs IBM GuardiumWiz vs Amazon MacieVaronis Data Security Platform vs Amazon MacieAmazon Macie vs SecuritiAmazon Macie 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.