One of fourteen models named Nooks first on the direct prompt; zero named Dialpad. Nooks was named by twelve of the fourteen models and Dialpad by ten and Nooks carries 22 labels and Dialpad 21, so the shares are not directly comparable.
Named in two categories this edition.
United States, founded 2014. Named in seven 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.
| 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 seven in this category shown.
“parallel\u2011focused tools (e.g., Nooks) excel at volume but lag in CRM\u2011first features like AI voice analytics and call\u2011disposition logging” GLM 4.7 FlashX · negative prompt · soft negative
“like Orum or Nooks ... often costing thousands of dollars per seat annually with strict multi-user minimums” Gemini 3.5 Flash · negative prompt · soft negative
“Orum and Nooks both document parallel-dialing modes, so scrutinize those modes—not the brands as a whole.” GPT-6 Luna · negative prompt · soft negative
“An "AI Outbound Agent Workspace" rather than just a dialer... Best for: Growth-to-mid-market sales teams looking for heavy rep enablement” Gemini 3.5 Flash · direct prompt · first choice
“A rapidly growing powerhouse that pairs a high-velocity parallel/power dialer with AI coaching and a "virtual salesfloor."” Gemini 3.5 Flash · paraphrase prompt · first choice
“The market is shifting toward AI-powered parallel dialers like Nooks and Orum for high-velocity B2B sales” Kimi K2 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“While users praise clear call quality and reliable transcription, frequent issues include dropped calls, connection delays” Claude Haiku 4.5 · negative prompt · soft negative
“Dialpad - Best Value Entry Point” Kimi K2 · budget 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.