Six of fourteen models named Island Enterprise Browser first on the direct prompt; zero named Surf Security. Island Enterprise Browser was named by fourteen of the fourteen models and Surf Security by five and Island Enterprise Browser carries 56 labels and Surf Security 11, 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 enterprise browsers page.
Across every category in the October 2026 Edition, Island Enterprise Browser and Surf Security were named in the same answer twenty-one times, of the 167 answers naming Island Enterprise Browser and the 23 naming Surf Security. In those answers Surf Security took the first choice one time and Island Enterprise Browser 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 4.1 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 eight in this category shown.
“its product pages are demo/quote-led rather than price-transparent, which makes it harder to call it the best fit for a tight budget” GPT-5.4 mini · budget prompt · soft negative
“Expensive — pricing starts in the low six figures for meaningful deployments, which is often too steep for mid-market budgets” DeepSeek V4 Flash · direct prompt · soft negative
“Many standalone enterprise browsers (like Island, Surf, or Mammoth) ... they introduce severe architectural and operational risks” Gemini 3.5 Flash · negative prompt · soft negative
“Some top secure browsers for enterprise work include Island, which offers a browser with built-in security policy, visibility, and data controls.” Llama 4 Maverick · scale prompt · first choice
“Opt for purpose-built enterprise browsers (e.g., Island, Venn) praised in 2024-2026 reviews for native policy enforcement” Grok 4.1 Fast · negative prompt · first choice
“Island or Palo Alto (Talon) are the top choices due to their comprehensive feature sets and proven scalability” Mistral Small · 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.
“Top Recommendation: Surf Security” Kimi K2 · paraphrase prompt · first choice
“Best For: Security-first organizations wanting a locked-down, out-of-the-box browser alternative to Island.” Gemini 3.5 Flash · comparative prompt · alternative
“Surf Security | ~$5/user/month (annual billing, up to 500 users) | Zero trust enterprise browser” Kimi K2 · 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.