AI Indexes
IT AI Index
Index › Security operations › Cyber risk quant › CyberSaint CyberStrong vs SAFE Security
Cyber risk quantification · October 2026 Edition

CyberSaint CyberStrong vs SAFE Security

Ten of fourteen models named CyberSaint CyberStrong first on the direct prompt; two named SAFE Security. CyberSaint CyberStrong was named by thirteen of the fourteen models and SAFE Security by twelve and CyberSaint CyberStrong carries 26 labels and SAFE Security 40, so the shares are not directly comparable.

CyberSaint CyberStrong

accepted challenger

Named in one category this edition.

SAFE Security

criticized challenger

Named in one category this edition.

First-choice share25%8%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%32%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#3A position in a field of 6; printed, not drawn.
Labels2640A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, CyberSaint CyberStrong reading right to left. Rank and label count are printed, not drawn.CyberSaint CyberStrong vs Kovrr · CyberSaint CyberStrong vs Axio · CyberSaint CyberStrong vs RiskLens

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 cyber risk quantification page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CyberSaint CyberStrongFirst choices, of fourteen modelsSAFE Security
Direct1023 against SAFE Security
Paraphrase222 against SAFE Security
Comparative09
Budget-constrained004 against SAFE Security
Scale-constrained10
Negative014 against SAFE Security
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 October 2026 Edition, CyberSaint CyberStrong and SAFE Security were named in the same answer thirty-four times, of the 54 answers naming CyberSaint CyberStrong and the 116 naming SAFE Security. In those answers SAFE Security took the first choice thirteen times and CyberSaint CyberStrong seven.

Every model, every framing

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

The direct prompt

The plain question, one answer per model, grouped by where CyberSaint CyberStrong and SAFE Security stood in it.

Both were the first choice

1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.
GLM 4.7 FlashXCyberSaint CyberStrong, SAFE Security alternatives: Axio, Balbix, LogicGate Risk Cloud, RiskLens, UpGuard

CyberSaint CyberStrong first, SAFE Security an alternative

9 of 14 modelsSAFE Security was named in the answer but not as the choice, or not at all.
Perplexity SonarCyberSaint CyberStrong alternatives: RiskLens, SAFE One
Grok 4.1 FastCyberSaint CyberStrong alternatives: Cyber Quant, Maxxsure, vCISO Lite
Mistral SmallCyberSaint CyberStrong, Maxxsure alternatives: RiskLens
DeepSeek V4 FlashCyberSaint CyberStrong alternatives: Axio, SAFE Security, vCISO Lite
Llama 4 MaverickCyberSaint CyberStrong alternatives: Axio, Maxxsure, RiskLens
Qwen 3.7 FlashCyberSaint CyberStrong, Maxxsure alternatives: Black Kite, RiskLens
Kimi K2CyberSaint CyberStrong alternatives: Axio, Maxxsure
MiniMax M2.5CyberSaint CyberStrong alternatives: Bitsight, Black Kite, Kovrr, LogicGate Risk Cloud, UpGuard
Muse Glimmer 30BCyberSaint CyberStrong alternatives: Maxxsure, RiskLens, SAFE Security

SAFE Security first, CyberSaint CyberStrong not the choice

1 of 14 modelsCyberSaint CyberStrong was named in the answer but not as the choice, or not at all.
GPT-5.4 miniSAFE Security alternatives: Kovrr, ThreatConnect Risk Quantifier

Neither was the first choice, one was named

2 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashKovrr alternatives: Axio, CyberSaint CyberStrong
GPT-6 LunaAxio360 alternatives: CyberSaint CyberStrong, SAFE Security

Neither was named

1 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Cyrisma alternatives: Black Kite, Maxxsure, SAI360

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.
CyberSaint CyberStrong4%#4 of 7
SAFE Security4%#6 of 7
The full small business standing →
Mid-marketThe figures above
CyberSaint CyberStrong leads by eighteen points.
CyberSaint CyberStrong25%#1 of 6
SAFE Security8%#3 of 6
The full mid-market standing →
Enterprise
The order flips: SAFE Security leads at enterprise.
SAFE Security56%#1 of 7
CyberSaint CyberStrong0%#6 of 7
The full enterprise standing →

What the models said about CyberSaint CyberStrong

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

“Often highlighted as the most accessible CRQ platform for mid-market organizations, with pricing starting around $30,000 annually.” MiniMax M2.5 · direct prompt · first choice
“CyberSaint is the most accessible CRQ platform for mid-market organizations, with pricing starting around $30,000 annually.” Muse Glimmer 30B · direct prompt · first choice
“I'd suggest starting with CyberSaint if budget is a primary concern and you want an accessible entry point” MiniMax M2.5 · paraphrase prompt · first choice

What the models said about SAFE Security

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 Kovrr, Safe Security, and Axio) are generally out of reach, as their annual licensing fees frequently scale into the tens or hundreds of thousands of dollars” Gemini 3.5 Flash · budget prompt · soft negative
“Safe Security (post-RiskLens acquisition) | ⚠️ Moderate | Partially black-box methodology; auditability of underlying assumptions varies” DeepSeek V4 Flash · negative prompt · soft negative
“Caveat: It can be expensive and may require more administrative overhead to configure properly compared to Kovrr or Axio.” Gemini 3.5 Flash · direct prompt · soft negative
“The only enterprise platform purpose-built on the FAIR (Factor Analysis of Information Risk) framework... Ranked leader in the 2025 Forrester CRQ Wave” Kimi K2 · comparative prompt · first choice
“Safe Security leads the 2025 Forrester CRQ Wave after acquiring RiskLens, consolidating FAIR-native quantification with real-world data integration.” Mistral Small · comparative prompt · first choice
“Cloud-first enterprises that want CRQ wired into daily security operations lean Safe Security; its integration depth is the widest in the category.” Claude Haiku 4.5 · comparative prompt · first choice
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.