One of fourteen models named Barracuda Email Protection first on the direct prompt; one named IRONSCALES. Barracuda Email Protection was named by fourteen of the fourteen models and IRONSCALES by twelve and Barracuda Email Protection carries 31 labels and IRONSCALES 26, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories 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 email security page.
Across every category in the October 2026 Edition, Barracuda Email Protection and IRONSCALES were named in the same answer thirty-three times, of the 94 answers naming Barracuda Email Protection and the 75 naming IRONSCALES. In those answers IRONSCALES took the first choice eight times and Barracuda Email Protection four.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| 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. Six of seven in this category shown.
“Barracuda Email Protection (High Caution / Avoid)” GLM 4.7 FlashX · negative prompt · hard negative
“Barracuda disclosed an RCE vulnerability affecting its Email Security Gateway appliances... not, by itself, to reject all Barracuda products.” GPT-6 Luna · negative prompt · soft negative
“Caveat: Some users report significant price increases at renewal and forced migrations to bundled products” Kimi K2 · direct prompt · soft negative
“Barracuda and SpamTitan are consistently highlighted as the most affordable and accessible options for budget-conscious companies.” Claude Haiku 4.5 · budget prompt · first choice
“"the platform of choice for budget-conscious SMBs and lean IT departments"... Start with SpamTitan or Barracuda” MiniMax M2.5 · budget prompt · first choice
“I'd recommend Barracuda as the strongest all-around choice for phishing and email threat protection.” Perplexity Sonar · paraphrase 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.
“prioritize Behavioral AI (like Abnormal AI or IRONSCALES) over signature-based gateways” GLM 4.7 FlashX · negative prompt · first choice
“For most mid-market B2B companies, I'd recommend IRONSCALES as the top choice” Kimi K2 · direct prompt · first choice
“Modern solutions (like Abnormal Security, Check Point/Avanan, Ironscales, or Sublime Security) connect directly to Microsoft or Google via API.” Gemini 3.5 Flash · scale 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.