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Breach and attack simulation · November 2026 Edition

Picus Security Validation Platform vs Infection Monkey

Four of fourteen models named Picus Security Validation Platform first on the direct prompt; zero named Infection Monkey. Picus Security Validation Platform was named by fourteen of the fourteen models and Infection Monkey by nine and Picus Security Validation Platform carries 63 labels and Infection Monkey 11, so the shares are not directly comparable.

Named in one category this edition.

Infection Monkey

accepted challenger

Named in one category this edition.

First-choice share13%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate19%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#8A position in a field of 13; printed, not drawn.
Labels6311A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Picus Security Validation Platform reading right to left. Rank and label count are printed, not drawn.Cymulate was named alongside these two in twelve of the fourteen direct answers. Cymulate vs Picus Security Validation Platform · Cymulate vs Infection Monkey · 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.
Picus Security Validation PlatformFirst choices, of fourteen modelsInfection Monkey
Direct40
Paraphrase20
Comparative50
Budget-constrained016 against Picus Security Validation Platform · 1 against Infection Monkey
Scale-constrained10
Negative006 against Picus Security Validation Platform
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, Picus Security Validation Platform and Infection Monkey were named in the same answer thirty-one times, of the 164 answers naming Picus Security Validation Platform and the 39 naming Infection Monkey. In those answers Infection Monkey took the first choice seven times and Picus Security Validation Platform zero.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Picus Security Validation Platform and Infection Monkey stood in it.
ModelDirectIMParaphraseIMComparativeIMBudget-constrainedIMScale-constrainedIMNegativeIM
Claude Haiku 4.5
GPT-5.4 miniIM
Gemini 3.5 FlashIM
Perplexity Sonar
Grok 4.20IM
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2IMIM
GLM 4.7 FlashXIMIM
MiniMax M2.5IM
GPT-6 Luna
Muse Glimmer 30BIM
Picus Security Validation PlatformIM Infection Monkey first choice named as an alternative argued againstblank: not namedEach cell is one answer, Picus Security Validation Platform on the left and Infection Monkey on the right.

The direct prompt

The plain question, one answer per model, grouped by where Picus Security Validation Platform and Infection Monkey stood in it.

Picus Security Validation Platform first, Infection Monkey not the choice

4 of 14 modelsInfection Monkey was named in the answer but not as the choice, or not at all.
Mistral SmallCymulate, Picus Security Validation Platform alternatives: Pentera, Sakeon
Qwen 3.7 FlashPicus Security Validation Platform alternatives: AttackIQ, SafeBreach
Kimi K2Cymulate, Picus Security Validation Platform alternatives: AttackIQ, Pentera
MiniMax M2.5Cymulate, Picus Security Validation Platform alternatives: Pentera

Neither was the first choice, one was named

9 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
GPT-5.4 miniCymulate alternatives: Picus Security Validation Platform
Gemini 3.5 FlashCymulate alternatives: Pentera, Picus Security Validation Platform
Perplexity SonarCymulate alternatives: AttackIQ, Horizon3.ai NodeZero, Picus Security Validation Platform
Grok 4.20Cymulate alternatives: Pentera, Picus Security Validation Platform
DeepSeek V4 FlashCymulate alternatives: AttackIQ, Picus Security Validation Platform
GLM 4.7 FlashXCymulate alternatives: AttackIQ, Picus Security Validation Platform, SafeBreach
GPT-6 LunaCymulate alternatives: AttackIQ Flex, Picus Security Validation Platform
Muse Glimmer 30BCymulate alternatives: AttackIQ, Picus Security Validation Platform

Neither was named

1 of 14 modelsThe answer made no first choice from these two in this category.
Llama 4 Maverickno first choice

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
Infection Monkey leads by eight points.
Infection Monkey12%#4 of 11
Picus Security Validation Platform4%#5 of 11
The full small business standing →
Mid-marketThe figures above
The order flips: Picus Security Validation Platform leads at mid-market.
Picus Security Validation Platform13%#2 of 13
Infection Monkey2%#8 of 13
The full mid-market standing →
Enterprise
Picus Security Validation Platform leads by twenty-five points.
Picus Security Validation Platform25%#2 of 8
Infection Monkey0%#– of 8
The full enterprise standing →

What the models said about Picus Security Validation Platform

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

“such as SafeBreach, Picus Security, and enterprise AttackIQ) typically cost anywhere from $20,000 to over $100,000 annually” Gemini 3.5 Flash · budget prompt · soft negative
“starts around $30,000/year — manageable if you get a smaller asset count, but still not "limited budget" territory” DeepSeek V4 Flash · budget prompt · soft negative
“Other options to consider are Cymulate, Picus Security, SafeBreach, and Pentera, but they may have higher pricing.” Llama 4 Maverick · budget prompt · soft negative
“Picus Security — Strong on comprehensive attack simulation across vectors, excellent reporting, and mitigation guidance. Often praised for usability and ROI focus.” Grok 4.20 · scale prompt · first choice
“Picus stands out for providing ready-to-implement vendor-specific prevention signatures and actionable remediation.” Kimi K2 · comparative prompt · first choice
“For a mid-sized B2B company, Picus Security is the strongest recommendation for security control validation.” DeepSeek V4 Flash · paraphrase prompt · first choice

What the models said about Infection Monkey

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

“it's generally less polished and more DIY than commercial platforms” GPT-5.4 mini · budget prompt · soft negative
“Infection Monkey is the easiest free option for hands-on breach simulation and lateral movement mapping.” Muse Glimmer 30B · budget prompt · first choice
“Free for basic use; focuses on lateral movement, breach simulation, and self-propagation testing.” Grok 4.20 · budget prompt · alternative
“Cost: Free (GPL-3.0) ... Tests network segmentation and lateral movement” Kimi K2 · budget 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.