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Breach and attack simulation · November 2026 Edition

AttackIQ Flex vs Pentera

Zero of fourteen models named AttackIQ Flex first on the direct prompt; zero named Pentera. AttackIQ Flex was named by eight of the fourteen models and Pentera by fourteen and AttackIQ Flex carries 10 labels and Pentera 39, so the shares are not directly comparable.

AttackIQ Flex

accepted challenger

Named in one category this edition.

Pentera

criticized challenger

Named in three categories this edition.

First-choice share13%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate10%33%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#3#7A position in a field of 13; printed, not drawn.
Labels1039A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, AttackIQ Flex reading right to left. Rank and label count are printed, not drawn.Picus Security Validation Platform was named alongside these two in thirteen of the fourteen direct answers. Cymulate vs AttackIQ Flex · Cymulate vs Pentera · Picus Security Validation Platform vs AttackIQ Flex

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 breach and attack simulation page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
AttackIQ FlexFirst choices, of fourteen modelsPentera
Direct001 against Pentera
Paraphrase013 against Pentera
Comparative00
Budget-constrained701 against AttackIQ Flex · 4 against Pentera
Scale-constrained01
Negative105 against Pentera
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.

Across every category in the November 2026 Edition, AttackIQ Flex and Pentera were named in the same answer seventeen times, of the 35 answers naming AttackIQ Flex and the 133 naming Pentera. In those answers Pentera took the first choice zero times and AttackIQ Flex eleven.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where AttackIQ Flex and Pentera stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
AttackIQ Flex Pentera first choice named as an alternative argued againstblank: not namedEach cell is one answer, AttackIQ Flex on the left and Pentera on the right.

The direct prompt

The plain question, one answer per model, grouped by where AttackIQ Flex and Pentera stood in it.

Neither was the first choice, one was named

7 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Cymulate alternatives: Pentera, Picus Security Validation Platform, Validato
Gemini 3.5 FlashCymulate alternatives: Pentera, Picus Security Validation Platform
Grok 4.20Cymulate alternatives: Pentera, Picus Security Validation Platform
Mistral SmallCymulate, Picus Security Validation Platform alternatives: Pentera, Sakeon
Kimi K2Cymulate, Picus Security Validation Platform alternatives: AttackIQ, Pentera
MiniMax M2.5Cymulate, Picus Security Validation Platform alternatives: Pentera
GPT-6 LunaCymulate alternatives: AttackIQ Flex, Picus Security Validation Platform

Neither was named

7 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniCymulate alternatives: Picus Security Validation Platform
Perplexity SonarCymulate alternatives: AttackIQ, Horizon3.ai NodeZero, Picus Security Validation Platform
DeepSeek V4 FlashCymulate alternatives: AttackIQ, Picus Security Validation Platform
Llama 4 Maverickno first choice
Qwen 3.7 FlashPicus Security Validation Platform alternatives: AttackIQ, SafeBreach
GLM 4.7 FlashXCymulate alternatives: AttackIQ, Picus Security Validation Platform, SafeBreach
Muse Glimmer 30BCymulate alternatives: AttackIQ, Picus Security Validation Platform

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
AttackIQ Flex leads by sixteen points.
AttackIQ Flex18%#2 of 11
Pentera2%#7 of 11
The full small business standing →
Mid-marketThe figures above
AttackIQ Flex leads by nine points.
AttackIQ Flex13%#3 of 13
Pentera4%#7 of 13
The full mid-market standing →
Enterprise
The order flips: Pentera leads at enterprise.
Pentera7%#5 of 8
AttackIQ Flex2%#– of 8
The full enterprise standing →

What the models said about AttackIQ Flex

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

“The $0 tier is quite limited compared to paid options” GLM 4.7 FlashX · budget prompt · soft negative
“The best breach and attack simulation platform for a company with a limited budget is AttackIQ Flex, as it is available for a published price starting at free.” Llama 4 Maverick · budget prompt · first choice
“AttackIQ Flex is highlighted as a strong option for those needing real results quickly, with a starting price that begins at free” Mistral Small · budget prompt · first choice
“For a company with a limited budget, AttackIQ Flex is the best starting point.” Perplexity Sonar · budget prompt · first choice

What the models said about Pentera

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

“Received a 70% negative rate in small business recommendations, indicating significant user dissatisfaction” Mistral Small · negative prompt · hard negative
“Avoid committing immediately to platforms such as SafeBreach, Pentera, or Mandiant” Perplexity Sonar · budget prompt · hard negative
“What to avoid if budget is tiny - Pentera (~$75k+/year)” DeepSeek V4 Flash · budget prompt · hard negative
“I recommend Pentera as the top security control validation tool for a mid-sized B2B company.” Grok 4.20 · paraphrase prompt · first choice
“Pentera: Highly automated, focuses heavily on remediation workflows and risk scoring.” Qwen 3.7 Flash · scale prompt · first choice
“Pentera (formerly Pcysys) built its platform around automated, agentless validation of internal and external attack surfaces” Claude Haiku 4.5 · direct prompt · alternative
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.