Cloud security posture management · November 2026 Edition
AWS Security Hub vs Prisma Cloud
Zero of fourteen models named AWS Security Hub first on the direct prompt; zero named Prisma Cloud. AWS Security Hub was named by fourteen of the fourteen models and Prisma Cloud by thirteen and AWS Security Hub carries 33 labels and Prisma Cloud 54, so the shares are not directly comparable.
Named in four categories this edition.
Named in fourteen categories this edition.
First-choice share3%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate30%41%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 13; printed, not drawn.
Labels3354A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, AWS Security Hub reading right to left. Rank and label count are printed, not drawn.Wiz was named alongside these two in fourteen of the fourteen direct answers. Wiz vs AWS Security Hub · Wiz vs Prisma Cloud · Orca Security vs AWS Security Hub
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 cloud 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.
AWS Security HubFirst choices, of fourteen modelsPrisma Cloud
Direct001 against AWS Security Hub · 3 against Prisma Cloud
Paraphrase025 against Prisma Cloud
Comparative011 against AWS Security Hub
Budget-constrained201 against AWS Security Hub · 6 against Prisma Cloud
Scale-constrained001 against Prisma Cloud
Negative007 against AWS Security Hub · 7 against Prisma Cloud
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 AWS Security Hub and Prisma Cloud stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | |||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | ||
| Grok 4.20 | | | | | | |
| 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 | | | |
AWS Security Hub Prisma Cloud first choice named as an alternative argued againstblank: not namedEach cell is one answer, AWS Security Hub on the left and Prisma Cloud on the right.The direct prompt
The plain question, one answer per model, grouped by where AWS Security Hub and Prisma Cloud 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.Grok 4.20Wiz alternatives: Lacework FortiCNAPP, Microsoft Defender for Cloud, Orca Security, Prisma Cloud
GLM 4.7 FlashXWiz alternatives: Microsoft Defender for Cloud, Prisma Cloud, Uptycs
MiniMax M2.5Orca Security, Wiz alternatives: Prisma Cloud
Muse Glimmer 30BOrca Security, Wiz alternatives: AWS Security Hub, CrowdStrike, Intruder, Microsoft Defender for Cloud, SentinelOne Singularity CSPM
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Wiz alternatives: Aikido Security, Microsoft Defender for Cloud, Orca Security
GPT-5.4 miniWiz alternatives: Microsoft Defender for Cloud, Orca Security
Gemini 3.5 FlashOrca Security, Wiz alternatives: CrowdStrike Falcon Cloud Security, Datadog Cloud Security Management
Perplexity SonarWiz alternatives: CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Rapid7 InsightCloudSec
Mistral SmallWiz alternatives: Microsoft Defender for Cloud
DeepSeek V4 FlashOrca Security alternatives: Microsoft Defender for Cloud, Wiz
Llama 4 MaverickWiz alternatives: Microsoft Defender for Cloud
Qwen 3.7 FlashWiz alternatives: Microsoft Defender for Cloud, Orca Security, Snyk
Kimi K2Microsoft Defender for Cloud, Orca Security alternatives: Wiz
GPT-6 LunaWiz alternatives: Microsoft Defender for Cloud, Orca Security
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
AWS Security Hub leads by nine points.
AWS Security Hub9%#3 of 11Prisma Cloud0%#11 of 11Mid-marketThe figures above
Level: the same share of first choices.
AWS Security Hub3%#5 of 13Prisma Cloud3%#6 of 13Enterprise
The order flips: Prisma Cloud leads at enterprise.
Prisma Cloud12%#2 of 9AWS Security Hub0%#9 of 9What the models said about AWS Security Hub
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“repeatedly called "extremely basic" ... Fine as a supplement, not a primary CSPM” DeepSeek V4 Flash · negative prompt · hard negative
“Native services like AWS Security Hub, Microsoft Defender for Cloud, or Google Cloud Security Command Center... they often perform poorly when forced to manage multi-cloud environments.” Gemini 3.5 Flash · negative prompt · soft negative
“Why to Be Cautious: While excellent for AWS-native compliance, its ability to monitor Azure or GCP resources is significantly weaker” Qwen 3.7 Flash · negative prompt · soft negative
“AWS Security Hub CSPM is usually the best value if you're mostly on AWS” GPT-5.4 mini · budget prompt · first choice
“AWS-first: AWS Security Hub CSPM is the strongest starting point” Perplexity Sonar · budget prompt · first choice
“Free tier available for basic usage; Security Hub aggregates findings from other AWS services with compliance checks.” Grok 4.20 · budget prompt · alternative
What the models said about Prisma Cloud
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid Prisma Cloud unless you truly need it — it's powerful but many mid-sized teams find it "enterprise overkill"” Kimi K2 · paraphrase prompt · hard negative
“Prisma Cloud and Wiz are the top recommendations due to their strong features, scalability, and positive user feedback.” Mistral Small · paraphrase prompt · first choice
“For mid-sized B2B companies, Wiz or Prisma Cloud typically offer the best balance of features, ease of use, and cost.” Claude Haiku 4.5 · paraphrase prompt · first choice
Also compared
Wiz vs AWS Security HubWiz vs Prisma CloudOrca Security vs AWS Security HubOrca Security vs Prisma CloudMicrosoft Defender for Cloud vs AWS Security HubMicrosoft Defender for Cloud vs Prisma CloudProwler vs AWS Security HubProwler vs Prisma CloudAll fifteen head-to-head pages and the full CSPM 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.