Four of fourteen models named Orum first on the direct prompt; zero named Dialpad. Orum was named by twelve of the fourteen models and Dialpad by nine and Orum carries 29 labels and Dialpad 17, so the shares are not directly comparable.
Named in one category this edition.
United States, founded 2014. Named in five 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 sales dialers and calling page.
Across every category in the November 2026 Edition, Orum and Dialpad were named in the same answer twenty-five times, of the 91 answers naming Orum and the 89 naming Dialpad. In those answers Dialpad took the first choice two times and Orum five.
| 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.
“Avoid high-minimum tools like Orum or Nooks (~$250-400+/user) if budget-constrained.” Grok 4.20 · budget prompt · hard negative
“Multi-line/parallel dialing (Nooks, Orum) is only worth it if you're running high-volume SDR blitzes” DeepSeek V4 Flash · direct prompt · soft negative
“Consider these for very high-volume prospecting ... justify substantially higher pricing” Perplexity Sonar · paraphrase prompt · soft negative
“Choose an AI Parallel Dialer (Orum/Nooks) if you have a high volume of unverified cold leads, low connect rates, and dedicated SDRs.” Gemini 3.5 Flash · comparative prompt · first choice
“My quick picks: Orum or Nooks for high-volume SDR prospecting” GPT-6 Luna · comparative prompt · first choice
“Best for high-volume outbound SDR teams: Nooks or Orum.” GPT-5.4 mini · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Dialpad has steep pricing plans with the most advanced features only available on the highest-tier plan” Claude Haiku 4.5 · negative prompt · soft negative
“their power dialers are locked behind higher-tier plans (e.g., Dialpad Sell starting at ~$95/mo)” Gemini 3.5 Flash · budget prompt · soft negative
“Verdict: Cautious; better for general phone systems than high-volume cold calling.” DeepSeek V4 Flash · negative prompt · soft negative
“Or go with Dialpad — $15/user/month gives you the most features per dollar” GLM 4.7 FlashX · budget prompt · first choice
“For a limited-budget company, Dialpad Sell is the best starting point” Perplexity Sonar · budget prompt · first choice
“Dialpad (AI-native)” Claude Haiku 4.5 · 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.