# ExtraHop RevealX vs Darktrace: which do AI models recommend for NDR, October 2026

IT AI Recommendation Index, October 2026 Edition, Network detection and response. Two of fourteen models named ExtraHop RevealX first on the direct prompt; two named Darktrace. Page: https://it-ai-index.com/security/network-detection-and-response/extrahop-revealx-vs-darktrace/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| ExtraHop RevealX | 4% | #6 of 9 | 15% | 26 | 12 of 14 |
| Darktrace | 4% | #7 of 9 | 34% | 44 | 14 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: extrahop revealx first (first choices: ExtraHop RevealX, Vectra AI) (alternatives: Corelight Open NDR, Darktrace)
- Qwen 3.7 Flash: extrahop revealx first (first choices: ExtraHop RevealX) (alternatives: Cisco Secure Network Analytics, Darktrace, Vectra Cognito)
- Claude Haiku 4.5: darktrace first (first choices: Darktrace) (alternatives: ExtraHop Reveal, Vectra AI)
- GLM 4.7 FlashX: darktrace first (first choices: Darktrace) (alternatives: Cisco Secure Network Analytics, Corelight Open NDR, ExtraHop Reveal, FortiNDR, Vectra AI)
- Gemini 3.5 Flash: neither first, one named (first choices: Vectra AI Platform) (alternatives: Darktrace, ExtraHop Reveal, Stellar Cyber Open XDR)
- Perplexity Sonar: neither first, one named (first choices: Vectra AI) (alternatives: Corelight Open NDR, Darktrace, ExtraHop Reveal)
- Grok 4.1 Fast: neither first, one named (first choices: Vectra AI) (alternatives: Darktrace, ExtraHop (Reveal(x) or now part of Blend))
- Mistral Small: neither first, one named (first choices: ExtraHop Reveal, Vectra AI Platform) (alternatives: Darktrace)
- GPT-6 Luna: neither first, one named (first choices: Vectra AI) (alternatives: Corelight Open NDR, ExtraHop RevealX)
- DeepSeek V4 Flash: neither named (first choices: Vectra AI) (alternatives: CrowdStrike Falcon Insight, ExtraHop Reveal)
- Llama 4 Maverick: neither named (first choices: Gatewatcher AIonIQ) (alternatives: LMNTRIX)
- Kimi K2: neither named (first choices: Vectra AI) (alternatives: Arista NDR, ExtraHop Reveal, Stamus Networks Clear NDR)
- MiniMax M2.5: neither named (first choices: ExtraHop Reveal, Vectra AI) (alternatives: Arista Awake Security, Corelight Open NDR)
- Muse Glimmer 30B: neither named (first choices: Gatewatcher AIonIQ) (alternatives: Alert Logic Cloud Insight, CrowdStrike Falcon Insight, SentinelOne Singularity)

## What the models said about ExtraHop RevealX

- "Options to Avoid on a Tight Budget - Darktrace, Vectra AI, ExtraHop" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Licensing complexity (based on Discovered Devices); can generate high alert volumes" (MiniMax M2.5, negative prompt, soft negative)
- "commercial options like Vectra AI, Darktrace, or ExtraHop ($50K–$500K+/year)" (Grok 4.1 Fast, budget prompt, soft negative)
- "The Overall Industry Leader: ExtraHop RevealX ... named a Leader in the very first Gartner Magic Quadrant" (Qwen 3.7 Flash, direct prompt, first choice)
- "ExtraHop if your main need is excellent network visibility and fast investigations." (GPT-5.4 mini, direct prompt, first choice)
- "is a stronger enterprise-grade option, but it appears better suited to larger or more advanced deployments than a typical mid-sized company" (Perplexity Sonar, paraphrase prompt, alternative)

## What the models said about Darktrace

- "What to Avoid for Mid-Market ... Premium pricing ($50K–$500K+/year), designed for large enterprises" (Kimi K2, direct prompt, hard negative)
- "Options to Avoid on a Tight Budget - Darktrace, Vectra AI, ExtraHop" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Best overall AI‑led detection: Darktrace – strong self‑learning models, autonomous response, and broad industry relevance." (GLM 4.7 FlashX, direct prompt, first choice)
- "Prioritize vendors with proven encrypted visibility, low-noise AI (e.g., Leaders in Gartner 2025 like Darktrace/Vectra)" (Grok 4.1 Fast, negative prompt, first choice)
- "If you have a small team with no dedicated SOC analyst: Darktrace is the easiest to deploy and operationalize" (Gemini 3.5 Flash, comparative prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.