Zero of fourteen models named Aircall first on the direct prompt; one named Nooks. Aircall was named by fourteen of the fourteen models and Nooks by ten and Aircall carries 34 labels and Nooks 24, so the shares are not directly comparable.
By Q109016663, Paris, founded 2014. Named in six categories 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 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 4.20 | ||||||
| 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. Two of two in this category shown.
“often cited as "overpriced legacy tech" with outdated interfaces and glitchy calling experiences. They are not recommended for predictable cost at scale” Mistral Small · negative prompt · hard negative
“Best balanced pick for most mid-sized B2B teams: Aircall” GPT-5.4 mini · paraphrase 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 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 and can justify enterprise-tier pricing” 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” Gemini 3.5 Flash · comparative prompt · first choice
“Best for high-volume outbound SDR teams: Nooks or Orum.” GPT-5.4 mini · comparative prompt · first choice
“the best sales dialer is usually Orum or Nooks” GPT-5.4 mini · direct 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.