Zero of fourteen models named Torq first on the direct prompt; zero named Intezer AI SOC. Torq was named by thirteen of the fourteen models and Intezer AI SOC by nine and Torq carries 20 labels and Intezer AI SOC 16, 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 AI SOC agents page.
Across every category in the October 2026 Edition, Torq and Intezer AI SOC were named in the same answer twenty-seven times, of the 143 answers naming Torq and the 53 naming Intezer AI SOC. In those answers Intezer AI SOC took the first choice five times and Torq four.
| 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 |
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. One of one in this category shown.
“What to Avoid: "The Enterprise Giants" ... too heavy and expensive for a lean mid-market team.” Gemini 3.5 Flash · direct prompt · hard negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Top picks for your size: UnderDefense, Dropzone AI, or Intezer—strong mid-market validation.” Grok 4.1 Fast · scale prompt · first choice
“Quick setup (30 mins), scalable investigations; parallel processing keeps speed flat under load.” Grok 4.1 Fast · comparative prompt · alternative
“Best If Your Biggest Pain Points Are Malware, Phishing, or Endpoint Alerts” Gemini 3.5 Flash · paraphrase prompt · alternative
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.