# OpenCanary vs Illusive Networks: which do AI models recommend for deception, October 2026

IT AI Recommendation Index, October 2026 Edition, Deception technology. Zero of fourteen models named OpenCanary first on the direct prompt; one named Illusive Networks. Page: https://it-ai-index.com/security/deception-technology/opencanary-vs-illusive-networks/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| OpenCanary | 4% | #4 of 11 | 0% | 17 | 10 of 14 |
| Illusive Networks | 2% | #7 of 11 | 42% | 12 | 8 of 14 |

## The direct prompt, model by model

- MiniMax M2.5: illusive networks first (first choices: Acalvio ShadowPlex, Illusive Networks)
- Claude Haiku 4.5: neither named (first choices: Deceptive Bytes) (alternatives: Acalvio 360 Deception, Illusive, Thinkst Canary)
- GPT-5.4 mini: neither named (first choices: Thinkst Canary) (alternatives: Acalvio ShadowPlex)
- Gemini 3.5 Flash: neither named (first choices: Thinkst Canary) (alternatives: SentinelOne Singularity Hologram, Tracebit)
- Perplexity Sonar: neither named (first choices: Acalvio ShadowPlex) (alternatives: Fortinet FortiDeceptor, Thinkst Canary)
- Grok 4.1 Fast: neither named (first choices: Acalvio ShadowPlex) (alternatives: Fortinet FortiDeceptor, Thinkst Canary)
- Mistral Small: neither named (first choices: Acalvio ShadowPlex, Attivo Networks ThreatDefend)
- DeepSeek V4 Flash: neither named (first choices: Tracebit) (alternatives: Acalvio ShadowPlex, Fidelis Deception, FortiDeceptor)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: Honeypot.io) (alternatives: Attivo Networks, Cymulate, Microsoft Defender XDR)
- Kimi K2: neither named (first choices: Thinkst Canary) (alternatives: TrapEye, Trapster)
- GLM 4.7 FlashX: neither named (first choices: Rapid7 InsightIDR) (alternatives: Acalvio ShadowPlex, Fortinet FortiDeceptor)
- GPT-6 Luna: neither named (first choices: Tracebit) (alternatives: Acalvio ShadowPlex, Thinkst Canary, Zscaler Deception)
- Muse Glimmer 30B: neither named (first choices: Fortinet FortiDeceptor, Rapid7 Incident Command) (alternatives: Acalvio ShadowPlex, Proofpoint, Thinkst Canary)

## What the models said about OpenCanary

- "Start with Canarytokens.org (free) + OpenCanary (free)" (Kimi K2, budget prompt, first choice)
- "For a genuinely limited budget, start with OpenCanary." (GPT-6 Luna, budget prompt, first choice)
- "Another strong open-source option is OpenCanary, also from Thinkst, which is free and supports multiple protocols." (Mistral Small, paraphrase prompt, alternative)

## What the models said about Illusive Networks

- "Pure network-wide standalone deception from Illusive is essentially sunsetted" (Gemini 3.5 Flash, negative prompt, hard negative)
- "Caution flags: Reviews note it is "heavily focused on Microsoft environments" and has "limited cloud-native capabilities."" (DeepSeek V4 Flash, negative prompt, soft negative)
- "legacy Illusive installs should be treated as end-of-life from a vendor perspective" (Muse Glimmer 30B, negative prompt, soft negative)
- "I recommend requesting demos from Illusive Networks and Acalvio specifically, as they appear most focused on the mid-market segment." (MiniMax M2.5, direct prompt, first choice)
- "Often rated as the best overall deception platform for operational value." (Kimi K2, comparative prompt, first choice)
- "excels at identity and credential deception, providing agentless decoys that disrupt lateral movement" (GLM 4.7 FlashX, comparative prompt, alternative)

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.