Two of twelve models named Nooks first on the direct prompt; zero named Aircall. Both were named by all twelve models and Nooks carries 31 labels and Aircall 29, so the shares are not directly comparable.
Named in five categories this edition.
By Q109016663, Paris, founded 2014. Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 September 2026 Edition, Nooks and Aircall were named in the same answer twenty-six times, of the 82 answers naming Nooks and the 85 naming Aircall. In those answers Aircall took the first choice one time and Nooks two.
| 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 |
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.
“Nooks & Orum (Parallel Dialers) Biggest concerns: The structural "dead air" problem, spam flagging, and rapidly declining connect rates.” DeepSeek V4 Flash · negative prompt · hard negative
“Orum / Nooks (When used on unverified lists)... you must be cautious about their *pricing structure* and *data usage*.” Gemini 3.5 Flash · negative prompt · soft negative
“criticized for high abandoned call rates (>3% FTC limit), risking TCPA fines” Grok 4.1 Fast · negative prompt · soft negative
“Funded, high-volume SDR org → Orum (volume) or Nooks (coaching + virtual salesfloor).” DeepSeek V4 Flash · direct prompt · first choice
“Nooks is Orum's primary rival... Best For: Fast-growing mid-market companies” Gemini 3.5 Flash · paraphrase prompt · first choice
“Nooks (G2: 4.8/5, leader in auto-dialer) – Best for 10+ rep SDR teams” Grok 4.1 Fast · comparative 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.
“Biggest concerns: Aggressive auto-renewal, unreliable call logging, and poor outbound dialing features.” DeepSeek V4 Flash · negative prompt · hard negative
“Aircall's power dialer needs the $70 Professional plan, not the $30 Essentials plan” DeepSeek V4 Flash · budget prompt · soft negative
“Easy setup and strong integrations, but less focused on high-concurrency dialing” Perplexity Sonar · comparative prompt · soft negative
“my default recommendation would be Aircall if you want the best balance of ease of use, CRM integration, and fast rollout” GPT-5.4 mini · paraphrase prompt · first choice
“The Best All-Rounder: Aircall ... widely considered the gold standard for mid-sized companies” Qwen 3.7 Flash · paraphrase prompt · first choice
“Aircall: Best for cloud-based outbound calling and suitable for mid-market companies.” Llama 4 Maverick · paraphrase 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.