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Digital risk protection · November 2026 Edition

SOCRadar Extended Threat Intelligence vs Cyble Vision

Seven of fourteen models named SOCRadar Extended Threat Intelligence first on the direct prompt; one named Cyble Vision. SOCRadar Extended Threat Intelligence was named by thirteen of the fourteen models and Cyble Vision by nine and SOCRadar Extended Threat Intelligence carries 33 labels and Cyble Vision 15, so the shares are not directly comparable.

Named in three categories this edition.

Cyble Vision

accepted challenger

Named in three categories this edition.

First-choice share34%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 13; printed, not drawn.
Labels3315A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, SOCRadar Extended Threat Intelligence reading right to left. Rank and label count are printed, not drawn.SOCRadar Extended Threat Intelligence vs ZeroFox · SOCRadar Extended Threat Intelligence vs Flare · SOCRadar Extended Threat Intelligence vs UpGuard BreachSight

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 digital risk protection page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SOCRadar Extended Threat IntelligenceFirst choices, of fourteen modelsCyble Vision
Direct71
Paraphrase00
Comparative00
Budget-constrained81
Scale-constrained00
Negative001 against SOCRadar Extended Threat Intelligence
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, SOCRadar Extended Threat Intelligence and Cyble Vision were named in the same answer twenty-eight times, of the 132 answers naming SOCRadar Extended Threat Intelligence and the 92 naming Cyble Vision. In those answers Cyble Vision took the first choice two times and SOCRadar Extended Threat Intelligence eight.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where SOCRadar Extended Threat Intelligence and Cyble Vision 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
SOCRadar Extended Threat Intelligence Cyble Vision first choice named as an alternative argued againstblank: not namedEach cell is one answer, SOCRadar Extended Threat Intelligence on the left and Cyble Vision on the right.

The direct prompt

The plain question, one answer per model, grouped by where SOCRadar Extended Threat Intelligence and Cyble Vision stood in it.

SOCRadar Extended Threat Intelligence first, Cyble Vision an alternative

7 of 14 modelsCyble Vision was named in the answer but not as the choice, or not at all.
GPT-5.4 miniSOCRadar Extended Threat Intelligence alternatives: Doppel, Recorded Future Digital Risk Protection
Grok 4.20SOCRadar Extended Threat Intelligence alternatives: Cyble Vision
DeepSeek V4 FlashSOCRadar Extended Threat Intelligence alternatives: ZeroFox
Kimi K2CTM360, SOCRadar Extended Threat Intelligence alternatives: CrowdStrike Falcon Intelligence, Fortra Brand Protection, ZeroFox
MiniMax M2.5SOCRadar Extended Threat Intelligence alternatives: Microsoft Defender for Cloud, UpGuard BreachSight, ZeroFox
GPT-6 LunaSOCRadar Extended Threat Intelligence alternatives: Bolster, Fortra Brand Protection
Muse Glimmer 30BSOCRadar Extended Threat Intelligence alternatives: CloudSEK XVigil, Cyberint

Cyble Vision first, SOCRadar Extended Threat Intelligence an alternative

1 of 14 modelsSOCRadar Extended Threat Intelligence was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Cyble Vision alternatives: BlueVoyant Sky: DRP, CrowdStrike Falcon Intelligence, SOCRadar Extended Threat Intelligence, UpGuard BreachSight

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.
Gemini 3.5 FlashFlare alternatives: Bolster, Rapid7 Threat Command, SOCRadar Extended Threat Intelligence, ZeroFox
Mistral SmallZeroFox alternatives: Cyberint, Rapid7 Threat Command, Recorded Future Digital Risk Protection, SOCRadar Extended Threat Intelligence
Qwen 3.7 FlashUpGuard BreachSight alternatives: Cyble Vision

Neither was named

3 of 14 modelsThe answer made no first choice from these two in this category.
Perplexity SonarUpGuard BreachSight alternatives: BlueVoyant Sky: DRP, Fortra Digital Risk Protection, Netcraft Digital Risk Protection Platform, Rapid7 Threat Command, Recorded Future Digital Risk Protection, ReliaQuest Digital Shadows, ZeroFox
Llama 4 Maverickno first choice
GLM 4.7 FlashXZeroFox alternatives: Doppel, Recorded Future Digital Risk Protection, UpGuard BreachSight

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
SOCRadar Extended Threat Intelligence leads by twenty-seven points.
SOCRadar Extended Threat Intelligence27%#1 of 10
Cyble Vision0%#9 of 10
The full small business standing →
Mid-marketThe figures above
SOCRadar Extended Threat Intelligence leads by thirty points.
SOCRadar Extended Threat Intelligence34%#1 of 13
Cyble Vision5%#5 of 13
The full mid-market standing →
Enterprise
The order flips: Cyble Vision leads at enterprise.
Cyble Vision6%#3 of 11
SOCRadar Extended Threat Intelligence0%#10 of 11
The full enterprise standing →

What the models said about SOCRadar Extended Threat Intelligence

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

“They score well where reviewed (e.g., SOCRadar for extended threat intel), but lack of long-term data” Grok 4.20 · negative prompt · soft negative
“SOCRadar Extended Threat Intelligence (or Cyble Vision as a close alternative) stands out as the best digital risk protection (DRP) platform” Grok 4.20 · direct prompt · first choice
“Best Overall Value: SOCRadar Extended Threat Intelligence — Offers broad coverage ... at pricing designed for mid-market teams.” MiniMax M2.5 · direct prompt · first choice
“SOCRadar (with its free tier or entry-level paid plans) is one of the strongest options for a company with a limited budget.” Grok 4.20 · budget prompt · first choice

What the models said about Cyble Vision

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

“best for mid-market organizations that want broad DRP coverage with AI-assisted triage without an enterprise-tier price point” Claude Haiku 4.5 · direct prompt · first choice
“Cyble Vision offers breadth of coverage at a generally more accessible price point and appeals to mid-market buyers” Claude Haiku 4.5 · budget 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.