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Digital risk protection · November 2026 Edition

SOCRadar Extended Threat Intelligence vs Recorded Future Digital Risk Protection

Seven of fourteen models named SOCRadar Extended Threat Intelligence first on the direct prompt; zero named Recorded Future Digital Risk Protection. SOCRadar Extended Threat Intelligence was named by thirteen of the fourteen models and Recorded Future Digital Risk Protection by fourteen and SOCRadar Extended Threat Intelligence carries 33 labels and Recorded Future Digital Risk Protection 46, so the shares are not directly comparable.

Named in three categories this edition.

Named in one category this edition.

First-choice share34%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate3%33%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 13; printed, not drawn.
Labels3346A 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 modelsRecorded Future Digital Risk Protection
Direct702 against Recorded Future Digital Risk Protection
Paraphrase013 against Recorded Future Digital Risk Protection
Comparative03
Budget-constrained805 against Recorded Future Digital Risk Protection
Scale-constrained00
Negative001 against SOCRadar Extended Threat Intelligence · 5 against Recorded Future Digital Risk Protection
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 Recorded Future Digital Risk Protection were named in the same answer sixty-seven times, of the 132 answers naming SOCRadar Extended Threat Intelligence and the 138 naming Recorded Future Digital Risk Protection. In those answers Recorded Future Digital Risk Protection took the first choice twelve times and SOCRadar Extended Threat Intelligence twenty-three.

Every model, every framing

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

The direct prompt

The plain question, one answer per model, grouped by where SOCRadar Extended Threat Intelligence and Recorded Future Digital Risk Protection stood in it.

SOCRadar Extended Threat Intelligence first, Recorded Future Digital Risk Protection an alternative

7 of 14 modelsRecorded Future Digital Risk Protection 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

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Cyble Vision alternatives: BlueVoyant Sky: DRP, CrowdStrike Falcon Intelligence, SOCRadar Extended Threat Intelligence, UpGuard BreachSight
Gemini 3.5 FlashFlare alternatives: Bolster, Rapid7 Threat Command, SOCRadar Extended Threat Intelligence, ZeroFox
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
Mistral SmallZeroFox alternatives: Cyberint, Rapid7 Threat Command, Recorded Future Digital Risk Protection, SOCRadar Extended Threat Intelligence
GLM 4.7 FlashXZeroFox alternatives: Doppel, Recorded Future Digital Risk Protection, UpGuard BreachSight

Neither was named

2 of 14 modelsThe answer made no first choice from these two in this category.
Llama 4 Maverickno first choice
Qwen 3.7 FlashUpGuard BreachSight alternatives: Cyble Vision

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
Recorded Future Digital Risk Protection0%#10 of 10
The full small business standing →
Mid-marketThe figures above
SOCRadar Extended Threat Intelligence leads by thirty-two points.
SOCRadar Extended Threat Intelligence34%#1 of 13
Recorded Future Digital Risk Protection2%#6 of 13
The full mid-market standing →
Enterprise
The order flips: Recorded Future Digital Risk Protection leads at enterprise.
Recorded Future Digital Risk Protection22%#2 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 Recorded Future Digital Risk Protection

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

“What to Avoid - Recorded Future and ZeroFox are excellent but are built for enterprise budgets” Kimi K2 · budget prompt · hard negative
“Recorded Future - mentioned as being a "criticized challenger" and having a high negative rate.” Llama 4 Maverick · negative prompt · hard negative
“Avoid for Tight Budgets: Enterprise-heavy options like Recorded Future” Grok 4.20 · budget prompt · hard negative
“Recorded Future is widely considered the leader in threat intelligence. They have the broadest data sources” Qwen 3.7 Flash · paraphrase prompt · first choice
“If you need deep intel and context, go with Recorded Future or CloudSEK XVigil.” GLM 4.7 FlashX · comparative prompt · first choice
“positions itself as the most comprehensive DRP platform for large enterprises” MiniMax M2.5 · 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.