Zero of fourteen models named Attaxion first on the direct prompt; one named UpGuard BreachSight. Attaxion was named by twelve of the fourteen models and UpGuard BreachSight by eleven and Attaxion carries 20 labels and UpGuard BreachSight 22, so the shares are not directly comparable.
Named in one category this edition.
Named in two 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 attack surface management page.
Across every category in the November 2026 Edition, Attaxion and UpGuard BreachSight were named in the same answer twenty-four times, of the 61 answers naming Attaxion and the 105 naming UpGuard BreachSight. In those answers UpGuard BreachSight took the first choice four times and Attaxion six.
| 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 | ||||||
| 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. Four of five in this category shown.
“Some newer tools (like Attaxion) lack integrations with ticketing systems and messaging platforms” DeepSeek V4 Flash · negative prompt · soft negative
“For a small monthly budget ($100-350), Attaxion offers the best value with automated vulnerability scanning and continuous monitoring” MiniMax M2.5 · budget prompt · first choice
“Best Overall Value: Attaxion ... frequently cited as the best balance of price and performance for SMBs and startups.” Qwen 3.7 Flash · budget prompt · first choice
“Attaxion Starter at $129/mo for up to 40 assets is widely cited as the most affordable full EASM offering” Muse Glimmer 30B · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“UpGuard has been reported to have false positives, limited API functionality, and customization limitations.” Claude Haiku 4.5 · negative prompt · soft negative
“Offers published entry pricing and a free trial, but may be broader than basic EASM needs.” Perplexity Sonar · budget prompt · soft negative
“For most mid-market B2B companies, UpGuard offers the best balance of capability, price, and B2B-relevant features” DeepSeek V4 Flash · direct prompt · first choice
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.