Seven of fourteen models named Microsoft Defender XDR first on the direct prompt; one named Bitdefender GravityZone XDR. Microsoft Defender XDR was named by fourteen of the fourteen models and Bitdefender GravityZone XDR by eight and Microsoft Defender XDR carries 61 labels and Bitdefender GravityZone XDR 17, so the shares are not directly comparable.
Named in eight 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 extended detection and response page.
Across every category in the November 2026 Edition, Microsoft Defender XDR and Bitdefender GravityZone XDR were named in the same answer thirty-two times, of the 217 answers naming Microsoft Defender XDR and the 43 naming Bitdefender GravityZone XDR. In those answers Bitdefender GravityZone XDR took the first choice one time and Microsoft Defender XDR sixteen.
| 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. Six of eight in this category shown.
“Leading enterprise vendors (e.g., Palo Alto Networks Cortex XDR, Microsoft Defender XDR) offer powerful "Native XDR" solutions. However, they are designed to perform best when you use their proprietary firewalls” Gemini 3.5 Flash · negative prompt · soft negative
“Caution is warranted if you have a heterogeneous stack, need strong non-Microsoft SaaS/cloud telemetry, or have limited Microsoft-specific admin expertise.” Muse Glimmer 30B · negative prompt · soft negative
“it can feel "noisy" with alerts, has variable performance in non-Microsoft environments ... Avoid if you have heavy multi-cloud or heterogeneous setups.” Grok 4.20 · negative prompt · soft negative
“Microsoft Defender XDR — Most complete offering, especially strong if you're a Microsoft-first shop. Watch for restrictive licensing.” DeepSeek V4 Flash · scale prompt · first choice
“Microsoft has been named a leader in Forrester's XDR Wave (Q2 2024), scoring highest in strategy, current offering, and market presence.” GLM 4.7 FlashX · comparative prompt · first choice
“offers the most complete XDR offering according to Forrester, with the highest scores in endpoint native detection” MiniMax M2.5 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best value overall: Bitdefender — competent managed XDR at pricing that mid-market organizations can approve” Muse Glimmer 30B · direct prompt · first choice
“managed XDR services, such as Bitdefender, which offers competent managed XDR at a price that mid-market organizations can approve” Llama 4 Maverick · budget prompt · alternative
“Best For – Organizations looking for a cost-effective, all-in-one solution that provides strong ransomware protection” GLM 4.7 FlashX · comparative 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.