Zero of fourteen models named Rapid7 MDR first on the direct prompt; zero named CrowdStrike. Rapid7 MDR was named by twelve of the fourteen models and CrowdStrike by nine and Rapid7 MDR carries 21 labels and CrowdStrike 11, so the shares are not directly comparable.
Named in two categories this edition.
Named in twenty-eight categories 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 managed detection and response page.
| 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 four in this category shown.
“Avoid providers like Rapid7, ReliaQuest, or eSentire initially” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Rapid7 MDR stands out as a particularly strong choice for mid-sized organizations.” Claude Haiku 4.5 · paraphrase prompt · first choice
“Better alternatives that provide platform access: Rapid7, Expel” Kimi K2 · negative prompt · first choice
“Strong option for organizations seeking vulnerability management, SIEM capabilities, and MDR bundled together.” Gemini 3.5 Flash · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Choose CrowdStrike or SentinelOne if you want authorized, autonomous containment on a single-vendor endpoint platform you already run.” Muse Glimmer 30B · comparative prompt · first choice
“CrowdStrike Falcon OverWatch or Expel MDR are top recommendations due to their proven track records” Mistral Small · paraphrase 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.