Zero of fourteen models named OpenCanary first on the direct prompt; zero named HoneyWire. OpenCanary was named by thirteen of the fourteen models and HoneyWire by six and OpenCanary carries 22 labels and HoneyWire 12, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 deception technology page.
Across every category in the November 2026 Edition, OpenCanary and HoneyWire were named in the same answer twenty-one times, of the 65 answers naming OpenCanary and the 28 naming HoneyWire. In those answers HoneyWire took the first choice two times and OpenCanary three.
| Model | DirectOP | ParaphraseOP | ComparativeOP | Budget-constrainedOP | Scale-constrainedOP | NegativeOP |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | OP | |||||
| GPT-5.4 mini | OP | |||||
| Gemini 3.5 Flash | OP | OP | ||||
| Perplexity Sonar | OP | |||||
| Grok 4.20 | OP | OP | ||||
| Mistral Small | OP | |||||
| DeepSeek V4 Flash | OP | |||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | OP | OP | ||||
| Kimi K2 | OP | OP | ||||
| GLM 4.7 FlashX | OP | |||||
| MiniMax M2.5 | OP | |||||
| GPT-6 Luna | OP | OP | ||||
| Muse Glimmer 30B | OP | OP |
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. Three of four in this category shown.
“start with canary tokens and one OpenCanary host, because they cost almost nothing and produce alerts you can trust.” Muse Glimmer 30B · budget prompt · first choice
“For a very limited budget, start with OpenCanary.” GPT-6 Luna · budget prompt · first choice
“OpenCanary is the leading open-source network honeypot platform for teams that want low-overhead network-level deception” Claude Haiku 4.5 · budget prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“HoneyWire (Top Recommendation for Pure Open-Source): A free, open-source deception platform designed for quick deployment on Linux hosts.” Grok 4.20 · budget prompt · first choice
“The best deception technology platform for a company with a limited budget is HoneyWire, an open-source deception platform” Llama 4 Maverick · budget prompt · first choice
“OpenCanary and HoneyWire are also recognized as strong, budget-friendly alternatives” Mistral Small · budget prompt · alternative
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.