Twelve of fourteen models named RingCentral RingEX first on the direct prompt; zero named Dialpad. Both were named by all fourteen models and RingCentral RingEX carries 59 labels and Dialpad 36, 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 business phone systems page.
Across every category in the November 2026 Edition, RingCentral RingEX and Dialpad were named in the same answer eighty times, of the 187 answers naming RingCentral RingEX and the 101 naming Dialpad. In those answers Dialpad took the first choice four times and RingCentral RingEX forty-one.
| 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. Six of eight in this category shown.
“Frequently rated poorly (e.g., 1.7/5 on Trustpilot). Major complaints include unhelpful/slow support, unexpected contract auto-renewals” Grok 4.20 · negative prompt · hard negative
“One of the most frequently complained-about providers with a poor 2.2/5 rating on Trustpilot” DeepSeek V4 Flash · negative prompt · hard negative
“Often criticized for poor customer support and long hold times” MiniMax M2.5 · negative prompt · hard negative
“RingCentral Advanced and Zoom Phone are the top choices due to their scalability, integrations, and reliability” Mistral Small · direct prompt · first choice
“Comprehensive feature set, industry-leading integrations, strong global footprint, excellent for hybrid UCaaS + CCaaS.” Gemini 3.5 Flash · scale prompt · first choice
“Best Overall Reliability & Call Volume: RingCentral ... widely considered the gold standard for pure-play cloud voice” Qwen 3.7 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Call quality issues, dropped calls, recording problems, limited features beyond DND” DeepSeek V4 Flash · negative prompt · soft negative
“Top alternatives with better reputations ... Dialpad (strong AI and usability)” Grok 4.20 · negative prompt · first choice
“Go with Nextiva, 8×8, or Dialpad starting at $15/user/mo.” GLM 4.7 FlashX · budget prompt · first choice
“Built from the ground up with native AI (transcription, action items, agent coaching), great softphone user interface.” 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.