# Intruder vs UpGuard BreachSight: which do AI models recommend for ASM, October 2026

IT AI Recommendation Index, October 2026 Edition, Attack surface management. Eleven of fourteen models named Intruder first on the direct prompt; two named UpGuard BreachSight. Page: https://it-ai-index.com/security/attack-surface-management/intruder-vs-upguard-breachsight/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Intruder | 49% | #1 of 12 | 3% | 34 | 14 of 14 |
| UpGuard BreachSight | 6% | #5 of 12 | 18% | 17 | 11 of 14 |

## The direct prompt, model by model

- Muse Glimmer 30B: both first (first choices: Intruder, UpGuard BreachSight) (alternatives: Attaxion, Halo Security)
- Gemini 3.5 Flash: intruder first (first choices: Intruder) (alternatives: Detectify, UpGuard BreachSight, runZero)
- Perplexity Sonar: intruder first (first choices: Intruder) (alternatives: Cortex Xpanse, Mandiant Attack Surface Management, UpGuard BreachSight)
- Grok 4.1 Fast: intruder first (first choices: Intruder) (alternatives: Bitsight, Qualys CyberSecurity Asset Management, Rapid7 Surface Command)
- Mistral Small: intruder first (first choices: Intruder) (alternatives: Bitsight, Detectify)
- DeepSeek V4 Flash: intruder first (first choices: Intruder) (alternatives: Censys ASM, CrowdStrike Falcon Surface, CyCognito, Microsoft Defender External Attack Surface Management)
- Llama 4 Maverick: intruder first (first choices: Intruder) (alternatives: Bitsight, Qualys)
- Qwen 3.7 Flash: intruder first (first choices: Intruder) (alternatives: Rapid7)
- Kimi K2: intruder first (first choices: Intruder) (alternatives: Detectify, Microsoft Defender External Attack Surface Management, UpGuard BreachSight)
- GLM 4.7 FlashX: intruder first (first choices: Intruder) (alternatives: CyCognito, UpGuard BreachSight)
- MiniMax M2.5: intruder first (first choices: CyCognito, Intruder) (alternatives: Mandiant Attack Surface Management)
- GPT-5.4 mini: upguard breachsight first (first choices: UpGuard BreachSight) (alternatives: CyCognito, Intruder, Microsoft Defender External Attack Surface Management, Tenable Attack Surface Management)
- Claude Haiku 4.5: neither first, one named (first choices: CyCognito) (alternatives: Hadrian, Halo Security, Intruder)
- GPT-6 Luna: neither named (first choices: Microsoft Defender External Attack Surface Management) (alternatives: Censys ASM, CrowdStrike Falcon Exposure Management, Rapid7 Surface Command)

## What the models said about Intruder

- "Basic scanners (e.g., some positioned as EASM like Intruder.io) discover assets but don't validate exploitability, leading to alert fatigue." (Grok 4.1 Fast, negative prompt, soft negative)
- "the strongest default pick is Intruder because multiple 2026 reviews describe it as best for medium-sized businesses and mid-market organizations" (Perplexity Sonar, direct prompt, first choice)
- "Intruder is likely the best starting point due to its transparent pricing, ease of use, and comprehensive features at a reasonable cost" (GLM 4.7 FlashX, direct prompt, first choice)

## What the models said about UpGuard BreachSight

- "Avoid at all costs (for your budget): Enterprise platforms like BitSight, UpGuard" (DeepSeek V4 Flash, budget prompt, hard negative)
- "aggregates asset data but lacks native capabilities for active vulnerability scanning or attack surface validation" (Claude Haiku 4.5, negative prompt, soft negative)
- "High-severity alerts often not actionable (investigation overhead); limited report/alert customization" (Grok 4.1 Fast, negative prompt, soft negative)

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.