Threat intelligence platforms · October 2026 Edition
SOCRadar Extended Threat Intelligence vs Cyble Vision
Two of fourteen models named SOCRadar Extended Threat Intelligence first on the direct prompt; two named Cyble Vision. SOCRadar Extended Threat Intelligence was named by eight of the fourteen models and Cyble Vision by eight and SOCRadar Extended Threat Intelligence carries 15 labels and Cyble Vision 13, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
First-choice share10%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate13%15%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 14; printed, not drawn.
Labels1513A 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.ThreatConnect was named alongside these two in eight of the fourteen direct answers. MISP vs SOCRadar Extended Threat Intelligence · MISP vs Cyble Vision · Recorded Future Intelligence Cloud vs SOCRadar Extended Threat Intelligence
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 threat intelligence platforms 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
Direct22
Paraphrase30
Comparative01
Budget-constrained001 against SOCRadar Extended Threat Intelligence · 1 against Cyble Vision
Scale-constrained11
Negative101 against SOCRadar Extended Threat Intelligence · 1 against Cyble Vision
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, SOCRadar Extended Threat Intelligence and Cyble Vision were named in the same answer fifteen times, of the 78 answers naming SOCRadar Extended Threat Intelligence and the 42 naming Cyble Vision. In those answers Cyble Vision took the first choice zero times and SOCRadar Extended Threat Intelligence four.
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.
| 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 | | |
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 not the choice
2 of 14 modelsCyble Vision was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashFlare, SOCRadar Extended Threat Intelligence alternatives: CrowdStrike Falcon Intelligence, UpGuard
Perplexity SonarSOCRadar Extended Threat Intelligence alternatives: Flare, Rapid7 Threat Command, ThreatConnect
Cyble Vision first, SOCRadar Extended Threat Intelligence not the choice
2 of 14 modelsSOCRadar Extended Threat Intelligence was named in the answer but not as the choice, or not at all.Mistral SmallCyble Vision, Rapid7 Threat Command alternatives: UpGuard
DeepSeek V4 FlashCyble Vision, Rapid7 Threat Command alternatives: Anomali ThreatStream, CrowdStrike Falcon, NordStellar, OpenCTI
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.Claude Haiku 4.5Recorded Future Intelligence Cloud alternatives: CloudSEK, CrowdStrike Falcon, Cyble Vision, Mandiant Threat Intelligence
Muse Glimmer 30BUpGuard alternatives: Cyble Vision, ThreatConnect
Neither was named
8 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniRecorded Future Intelligence Cloud alternatives: Anomali ThreatStream, ThreatConnect
Grok 4.1 FastCrowdStrike Falcon Intelligence alternatives: Anomali ThreatStream, Flashpoint Ignite, ManageEngine Log360, Recorded Future Intelligence Cloud, ThreatConnect
Llama 4 Maverickno first choice
Qwen 3.7 FlashThreatConnect alternatives: ManageEngine Log360, UpGuard
Kimi K2Anomali ThreatStream, ThreatConnect alternatives: Google Threat Intelligence, NordStellar
GLM 4.7 FlashXRecorded Future Intelligence Cloud, ThreatSearch alternatives: Anomali ThreatStream, ThreatConnect
MiniMax M2.5Rapid7 Threat Command alternatives: ManageEngine Log360, UpGuard
GPT-6 LunaRecorded Future Intelligence Cloud alternatives: Anomali ThreatStream, ThreatConnect
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 nine points.
SOCRadar Extended Threat Intelligence9%#4 of 14Cyble Vision0%#– of 14Mid-marketThe figures above
SOCRadar Extended Threat Intelligence leads by five points.
SOCRadar Extended Threat Intelligence10%#4 of 14Cyble Vision5%#7 of 14Enterprise
The order flips: Cyble Vision leads at enterprise.
Cyble Vision2%#– of 11SOCRadar Extended Threat Intelligence0%#– of 11What 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 four in this category shown.
“positioned for larger teams or come with custom pricing, so they are usually not the best first pick when budget is constrained” Perplexity Sonar · budget prompt · soft negative
“SOCRadar and similar platforms have user reports of "volume of false positives" requiring extensive manual tuning” Kimi K2 · negative prompt · soft negative
“prioritize platforms that offer Extended Threat Intelligence (XTI) or Brand/Identity protection (like SOCRadar, Flare, or Cyble)” Gemini 3.5 Flash · scale prompt · first choice
“Choose SOCRadar. It offers the most comprehensive, direct threat-intel suite tailored for mid-market budgets.” Gemini 3.5 Flash · direct 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. Five of five in this category shown.
“Cyble received criticism for: Duplicate notifications and unreliable alert delivery → alert fatigue, Poor customer support” DeepSeek V4 Flash · negative prompt · soft negative
“positioned for larger teams or come with custom pricing, so they are usually not the best first pick when budget is constrained” Perplexity Sonar · budget prompt · soft negative
“Cyble Vision ranks first for combining external threat intelligence, dark web monitoring, attack surface management, and brand protection into a single AI-native platform.” Claude Haiku 4.5 · comparative prompt · first choice
“prioritize platforms that offer Extended Threat Intelligence (XTI) or Brand/Identity protection (like SOCRadar, Flare, or Cyble)” Gemini 3.5 Flash · scale prompt · first choice
“Rapid7 Threat Command and Cyble Vision are the strongest overall picks” DeepSeek V4 Flash · direct prompt · first choice
Also compared
MISP vs SOCRadar Extended Threat IntelligenceMISP vs Cyble VisionRecorded Future Intelligence Cloud vs SOCRadar Extended Threat IntelligenceRecorded Future Intelligence Cloud vs Cyble VisionAnomali ThreatStream vs SOCRadar Extended Threat IntelligenceAnomali ThreatStream vs Cyble VisionSOCRadar Extended Threat Intelligence vs ThreatConnectSOCRadar Extended Threat Intelligence vs AlienVault OTXSOCRadar Extended Threat Intelligence vs CrowdStrike Falcon IntelligenceThreatConnect vs Cyble VisionAlienVault OTX vs Cyble VisionCyble Vision vs CrowdStrike Falcon IntelligenceAll twenty-eight head-to-head pages and the full threat intel 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.