| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Email security | Security operations | 7% | 7 of 71 | 6% | 34 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 2 | 0 | 0 | 4 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 2 | 2 | 1 | 5 |
| Grok 4.1 Fast | 0 | 2 | 2 | 0 | 4 |
| Mistral Small | 1 | 1 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 0 | 3 |
| Kimi K2 | 1 | 1 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 3 | 2 | 0 | 5 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Barracuda Email Protection has solidified its position as the top choice for mid-sized enterprises” Claude Haiku 4.5 · Email security · comparative prompt · first choice
“The best email security platform for a mid-market B2B company is Barracuda Email Protection” Llama 4 Maverick · Email security · direct prompt · first choice
“Proofpoint Essentials and Barracuda Email Protection are top recommendations” Mistral Small · Email security · direct prompt · first choice
“has solidified its position as the top choice for mid-sized enterprises” Claude Haiku 4.5 · Email security · direct prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Barracuda faced a major security incident involving a zero-day vulnerability in its Email Security Gateway appliances... raised concerns about the platform's security and reliability” Mistral Small · Email security · negative prompt · soft negative
“a Reddit discussion specifically flags Barracuda as having security issues, but that is anecdotal and not a formal audit” Perplexity Sonar · Email security · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 68 of the 75 answers that named Barracuda Email Protection and are not a share of its labels.
263 of the 287 domain citations in answers naming Barracuda Email Protection came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Barracuda Email Protection's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Barracuda Email Protection, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at barracuda.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.