Cloud security posture management · October 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 nine of the fourteen models and Prisma Cloud by thirteen and AWS Security Hub carries 18 labels and Prisma Cloud 47, so the shares are not directly comparable.
Named in two categories this edition.
Named in fifteen categories this edition.
First-choice share6%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate17%38%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 12; printed, not drawn.
Labels1847A 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 twelve of the fourteen direct answers. Wiz vs AWS Security Hub · Wiz vs Prisma Cloud · Microsoft Defender for Cloud 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
Direct002 against Prisma Cloud
Paraphrase014 against Prisma Cloud
Comparative00
Budget-constrained304 against Prisma Cloud
Scale-constrained00
Negative003 against AWS Security Hub · 8 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 4.1 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 | |
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
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarWiz alternatives: Microsoft Defender for Cloud, Orca Security, Prisma Cloud
DeepSeek V4 FlashWiz alternatives: CrowdStrike Falcon Cloud Security, Microsoft Defender for Cloud, Orca Security, Prisma Cloud
GPT-6 LunaOrca Security alternatives: AWS Security Hub, Microsoft Defender for Cloud, Wiz
Neither was named
11 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Wiz alternatives: Aikido Security, CrowdStrike Falcon Cloud Security, Rapid7, Sophos
GPT-5.4 miniWiz alternatives: Palo Alto Networks Cortex Cloud, Qualys TotalCloud, Sysdig Secure
Gemini 3.5 FlashCyscale alternatives: Datadog Cloud Security Management, Drata, Orca Security, Vanta
Grok 4.1 FastWiz alternatives: CrowdStrike Falcon Cloud Security, Orca Security
Mistral SmallWiz alternatives: CrowdStrike, Rapid7, Tenable Cloud Security, Uptycs
Llama 4 Maverickno first choice
Qwen 3.7 FlashWiz alternatives: CrowdStrike, Rapid7, Tenable Cloud Security
Kimi K2Orca Security alternatives: Microsoft Defender for Cloud, Tenable Cloud Security, Wiz
GLM 4.7 FlashXMicrosoft Defender for Cloud alternatives: Orca Security, Wiz
MiniMax M2.5Microsoft Defender for Cloud, Wiz alternatives: CrowdStrike Falcon Cloud Security, Tenable Cloud Security
Muse Glimmer 30BWiz alternatives: Aqua Security, CrowdStrike Falcon Cloud Security, 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 five points.
AWS Security Hub5%#5 of 12Prisma Cloud0%#12 of 12Mid-marketThe figures above
AWS Security Hub leads by four points.
AWS Security Hub6%#5 of 12Prisma Cloud2%#7 of 12Enterprise
The order flips: Prisma Cloud leads at enterprise.
Prisma Cloud19%#2 of 7AWS Security Hub4%#5 of 7What the models said about AWS Security Hub
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Why avoid: If you are a true multi-cloud organization ... relying solely on the native tool for one provider will blindside you” Qwen 3.7 Flash · negative prompt · hard negative
“Multi-cloud complexity: Avoid native-only tools.” Kimi K2 · negative prompt · hard negative
“If you run a multi-cloud environment... using the native cloud provider tools is rarely a good idea” Gemini 3.5 Flash · negative prompt · soft negative
“AWS-heavy: Try AWS Security Hub CSPM. It has a 30-day trial and a perpetual free allowance” GPT-6 Luna · budget prompt · first choice
“Best overall for limited budget and AWS: AWS Security Hub CSPM” GPT-5.4 mini · budget prompt · first choice
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.
“Prisma Cloud if you need fast scan refresh ... Be cautious and negotiate hard with ... Palo Alto (latency/cost)” DeepSeek V4 Flash · negative prompt · hard negative
“you will want to avoid enterprise-grade CSPM platforms like Wiz, Orca Security, or Prisma Cloud” Gemini 3.5 Flash · budget prompt · hard negative
“Prisma Cloud or Wiz are the top choices due to their scalability, multicloud support, and strong feature sets” Mistral Small · paraphrase prompt · first choice
Also compared
Wiz vs AWS Security HubWiz vs Prisma CloudMicrosoft Defender for Cloud vs AWS Security HubMicrosoft Defender for Cloud vs Prisma CloudOrca Security vs AWS Security HubOrca Security vs Prisma CloudProwler vs AWS Security HubProwler vs Prisma CloudAWS Security Hub vs Tenable Cloud SecurityTenable Cloud Security vs Prisma CloudAll twenty-one 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.