Two of fourteen models named Sophos ITDR first on the direct prompt; zero named Okta Identity Threat Protection. Sophos ITDR was named by ten of the fourteen models and Okta Identity Threat Protection by twelve and Sophos ITDR carries 14 labels and Okta Identity Threat Protection 20, so the shares are not directly comparable.
Named in one category 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 identity threat detection and response page.
Across every category in the October 2026 Edition, Sophos ITDR and Okta Identity Threat Protection were named in the same answer seven times, of the 36 answers naming Sophos ITDR and the 48 naming Okta Identity Threat Protection. In those answers Okta Identity Threat Protection took the first choice zero times and Sophos ITDR one.
| 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. Three of four in this category shown.
“Sophos ITDR: Offers a comprehensive ITDR solution with features such as threat detection, response, and protection.” Llama 4 Maverick · direct prompt · first choice
“Need managed detection/response without building a SOC → Sophos ITDR or Huntress Managed ITDR.” Muse Glimmer 30B · direct prompt · first choice
“Sophos ITDR or Cynet: These vendors integrate ITDR capabilities directly into their broader security packages.” Gemini 3.5 Flash · budget prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“exceptional for SaaS and cloud environments, but they do not natively monitor or protect on-prem legacy authentication protocols” Gemini 3.5 Flash · negative prompt · soft negative
“Okta Identity Threat Protection is the top recommendation due to its maturity, ease of use, and strong ecosystem” Mistral Small · paraphrase prompt · first choice
“Integrated Ecosystem Giants: Microsoft (Entra ID Protection + Defender), Okta (Identity Security Platform), Ping Identity.” Qwen 3.7 Flash · scale prompt · alternative
“Want SaaS-native identity threat detection and access risk visibility → Reco / Okta Identity Threat Protection” Muse Glimmer 30B · 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.