Digital risk protection · October 2026 Edition
UpGuard BreachSight vs SOCRadar Extended Threat Intelligence
Eight of fourteen models named UpGuard BreachSight first on the direct prompt; one named SOCRadar Extended Threat Intelligence. UpGuard BreachSight was named by thirteen of the fourteen models and SOCRadar Extended Threat Intelligence by ten and UpGuard BreachSight carries 21 labels and SOCRadar Extended Threat Intelligence 19, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
First-choice share22%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#3A position in a field of 11; printed, not drawn.
Labels2119A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, UpGuard BreachSight reading right to left. Rank and label count are printed, not drawn.UpGuard BreachSight vs ZeroFox · UpGuard BreachSight vs BrandShield · UpGuard BreachSight vs Recorded Future
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.
UpGuard BreachSightFirst choices, of fourteen modelsSOCRadar Extended Threat Intelligence
Direct811 against SOCRadar Extended Threat Intelligence
Paraphrase30
Comparative00
Budget-constrained021 against UpGuard BreachSight
Scale-constrained00
Negative00
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where UpGuard BreachSight and SOCRadar Extended Threat Intelligence stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| 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 | |
UpGuard BreachSight SOCRadar Extended Threat Intelligence first choice named as an alternative argued againstblank: not namedEach cell is one answer, UpGuard BreachSight on the left and SOCRadar Extended Threat Intelligence on the right.The direct prompt
The plain question, one answer per model, grouped by where UpGuard BreachSight and SOCRadar Extended Threat Intelligence stood in it.
UpGuard BreachSight first, SOCRadar Extended Threat Intelligence an alternative
8 of 14 modelsSOCRadar Extended Threat Intelligence was named in the answer but not as the choice, or not at all.Perplexity SonarRapid7 Threat Command, UpGuard BreachSight alternatives: CybelAngel
Grok 4.1 FastUpGuard BreachSight alternatives: Rapid7 Threat Command, ZeroFox
Mistral SmallUpGuard BreachSight alternatives: Kaduu, Recorded Future
DeepSeek V4 FlashUpGuard BreachSight alternatives: Netcraft, Rapid7, SOCRadar Extended Threat Intelligence, ZeroFox
Kimi K2UpGuard BreachSight alternatives: Fortra Brand Protection, ZeroFox
GLM 4.7 FlashXUpGuard BreachSight alternatives: Bolster
MiniMax M2.5UpGuard BreachSight alternatives: CrowdStrike Falcon, Group-IB Digital Risk Protection, Recorded Future, ZeroFox
Muse Glimmer 30BUpGuard BreachSight alternatives: CybelAngel
SOCRadar Extended Threat Intelligence first, UpGuard BreachSight an alternative
1 of 14 modelsUpGuard BreachSight was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashSOCRadar Extended Threat Intelligence alternatives: Flare, UpGuard BreachSight, ZeroFox
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.Claude Haiku 4.5Cyble Vision alternatives: BlueVoyant Sky, CrowdStrike Falcon, Rapid7 Threat Command, UpGuard BreachSight
GPT-5.4 miniZeroFox alternatives: Bitsight, Proofpoint Digital Risk Protection, SecurityScorecard, UpGuard BreachSight
Llama 4 MaverickFortra Brand Protection alternatives: Kaduu, Recorded Future, UpGuard BreachSight
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Qwen 3.7 FlashRapid7 alternatives: Corvus Logic, Cyberhaven, Recorded Future, ThreatConnect
GPT-6 LunaCybelAngel Core alternatives: Bolster, BrandShield, ZeroFox
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
UpGuard BreachSight leads by four points.
UpGuard BreachSight11%#2 of 8SOCRadar Extended Threat Intelligence8%#3 of 8Mid-marketThe figures above
UpGuard BreachSight leads by sixteen points.
UpGuard BreachSight22%#1 of 11SOCRadar Extended Threat Intelligence6%#3 of 11Enterprise
UpGuard BreachSight leads by two points.
UpGuard BreachSight2%#6 of 9SOCRadar Extended Threat Intelligence0%#9 of 9What the models said about UpGuard BreachSight
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“What to avoid ... UpGuard BreachSight: $5,999/year minimum.” DeepSeek V4 Flash · budget prompt · hard negative
“UpGuard is the most frequently named fit for consolidated DRP + vendor / user risk outcomes without multiple point tools” Muse Glimmer 30B · direct prompt · first choice
“UpGuard is frequently highlighted as a top digital risk protection (DRP) platform for mid-market B2B companies” Mistral Small · direct prompt · first choice
“I would recommend UpGuard because: ✅ Specifically built for mid-market” MiniMax M2.5 · direct prompt · first choice
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. Three of three in this category shown.
“Broader intel, but more enterprise-oriented” Grok 4.1 Fast · direct prompt · soft negative
“SOCRadar has gained massive momentum in the mid-market because it consolidates DRP, External Attack Surface Management (EASM), and Supply Chain Intelligence into a single, modular platform.” Gemini 3.5 Flash · direct prompt · first choice
“My top recommendation: Start with SOCRadar's free tier to get immediate dark web and threat intelligence coverage” Kimi K2 · budget prompt · first choice
Also compared
UpGuard BreachSight vs ZeroFoxUpGuard BreachSight vs BrandShieldUpGuard BreachSight vs Recorded FutureUpGuard BreachSight vs FlareUpGuard BreachSight vs Rapid7 Threat CommandUpGuard BreachSight vs Proofpoint Digital Risk ProtectionZeroFox vs SOCRadar Extended Threat IntelligenceSOCRadar Extended Threat Intelligence vs BrandShieldSOCRadar Extended Threat Intelligence vs Recorded FutureSOCRadar Extended Threat Intelligence vs FlareSOCRadar Extended Threat Intelligence vs Rapid7 Threat CommandSOCRadar Extended Threat Intelligence vs Proofpoint Digital Risk ProtectionAll twenty-eight head-to-head pages and the full DRP standing
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.