# Thinkst Canary vs Acalvio ShadowPlex: which do AI models recommend for deception, October 2026

IT AI Recommendation Index, October 2026 Edition, Deception technology. Three of fourteen models named Thinkst Canary first on the direct prompt; four named Acalvio ShadowPlex. Page: https://it-ai-index.com/security/deception-technology/thinkst-canary-vs-acalvio-shadowplex/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Thinkst Canary | 37% | #1 of 11 | 5% | 40 | 13 of 14 |
| Acalvio ShadowPlex | 9% | #2 of 11 | 14% | 42 | 14 of 14 |

## The direct prompt, model by model

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

## What the models said about Thinkst Canary

- "But pricier than open-source—avoid if truly limited." (Grok 4.1 Fast, budget prompt, soft negative)
- "Too expensive for most small budgets" (GLM 4.7 FlashX, budget prompt, soft negative)
- "For most mid-sized B2B companies with a small SOC, start with Thinkst Canary for quick, high-confidence alerts and low operational overhead" (Muse Glimmer 30B, paraphrase prompt, first choice)
- "Lightweight / Token-Centric Deception (e.g., Thinkst Canary, Tracebit) ... Best For: Mid-market companies with small teams." (Gemini 3.5 Flash, scale prompt, first choice)
- "Thinkst Canary offers a very low entry price, making it an excellent choice for budget-conscious organizations." (Claude Haiku 4.5, budget prompt, first choice)

## What the models said about Acalvio ShadowPlex

- "look out for architectural red flags when evaluating active deception platforms (such as those from Acalvio, CounterCraft, or Fidelis Security)" (Gemini 3.5 Flash, negative prompt, soft negative)
- "massive enterprise "deception grids" (such as Acalvio, Fidelis, or SentinelOne Attivo) are highly effective, they are cost-prohibitive" (Gemini 3.5 Flash, budget prompt, soft negative)
- "this complexity often translates to higher pricing and more required administrative upkeep" (Gemini 3.5 Flash, scale prompt, soft negative)
- "Consistently ranked as a leader in GigaOm’s Radar Report (2023–2024)... stands out for its centralized Deception Farm architecture, cloud-native design, and AI-driven countermeasures" (GLM 4.7 FlashX, comparative prompt, first choice)
- "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)
- "If you want enterprise-scale automation with very low operational burden, Acalvio is the recognized leader." (DeepSeek V4 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.