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.
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.
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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 |
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.
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
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
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.