Nine of fourteen models named Thinkst Canary first on the direct prompt; zero named OpenCanary. Thinkst Canary was named by thirteen of the fourteen models and OpenCanary by thirteen and Thinkst Canary carries 48 labels and OpenCanary 22, 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, Thinkst Canary and OpenCanary were named in the same answer fifty-six times, of the 137 answers naming Thinkst Canary and the 65 naming OpenCanary. In those answers OpenCanary took the first choice five times and Thinkst Canary thirty-nine.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | OP | |||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | OP | OP | ||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | OP | |||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
“Thinkst Canary offers the best value for money among paid platforms due to its simplicity, low false positives, and comprehensive coverage.” DeepSeek V4 Flash · budget prompt · first choice
“Thinkst Canary (from Thinkst Applied Research) stands out as the best deception technology platform for most mid-market B2B companies.” Grok 4.20 · direct prompt · first choice
“Excellent signal quality, very easy (Canarytokens are free and powerful), low maintenance. Often the "gold standard" for fidelity.” Grok 4.20 · scale prompt · first choice
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
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.