Seven of fourteen models named Twingate first on the direct prompt; one named Zscaler Private Access. Twingate was named by thirteen of the fourteen models and Zscaler Private Access by fourteen and Twingate carries 44 labels and Zscaler Private Access 51, 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 zero trust network access page.
Across every category in the October 2026 Edition, Twingate and Zscaler Private Access were named in the same answer eighty-five times, of the 143 answers naming Twingate and the 209 naming Zscaler Private Access. In those answers Zscaler Private Access took the first choice fourteen times and Twingate thirty-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. Four of five in this category shown.
“MDM deployment across NinjaRMM, Intune, and Jamf Pro can be complex” Claude Haiku 4.5 · negative prompt · soft negative
“Pure ZTNA (e.g., Twingate, Tailscale, Cloudflare Zero Trust): Great if you just want to kill the VPN and grant app-level access. Low overhead, easy to implement.” Qwen 3.7 Flash · scale prompt · first choice
“Midmarket teams with limited IT resources get the best return from Twingate or Cloudflare One — both deploy in hours, not months.” Muse Glimmer 30B · direct prompt · first choice
“Twingate (Best for Modern VPN Replacement & Dev Teams) ... incredibly fast, lightweight, and can be deployed in minutes” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid Zscaler for mid-market: It's powerful but designed for Fortune 500 scale—complex, expensive, and often overkill” Kimi K2 · paraphrase prompt · hard negative
“ZTNA Vendors to Approach with Caution ... Zscaler ... CVE-2025-54982: A SAML authentication bypass” DeepSeek V4 Flash · negative prompt · hard negative
“CVE-2025-54982: SAML authentication bypass due to failure to validate signed assertions” Kimi K2 · negative prompt · hard negative
“Zscaler Private Access is the market-leading ZTNA solution, delivering inside-out connectivity that never exposes applications to the internet” Claude Haiku 4.5 · comparative prompt · first choice
“Complex, global enterprise needing high compliance | Zscaler Private Access | Robust, highly certified, and built for massive scale.” Gemini 3.5 Flash · comparative prompt · first choice
“Zscaler is often treated as the canonical pure-play ZTNA vendor... Choose Zscaler if you want a widely recognized ZTNA leader” GPT-5.4 mini · comparative 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.