Two of twelve models named Orum first on the direct prompt; zero named Aircall. Both were named by all twelve models and Orum carries 37 labels and Aircall 29, so the shares are not directly comparable.
Named in two 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, Orum and Aircall were named in the same answer thirty-eight times, of the 85 answers naming Orum and the 85 naming Aircall. In those answers Aircall took the first choice one time and Orum four.
| 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 eight in this category shown.
“Orum charges $250 per user per month with a minimum of 3 users ... users already call it overpriced. Additionally, there are complaints about software bugs, dropped calls, poor audio quality” Claude Haiku 4.5 · negative prompt · hard negative
“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
“Enterprise-focused, not budget-friendly” Kimi K2 · budget prompt · hard negative
“JustCall, Skipcall, Orum | Power + parallel dialing, better compliance tools” Kimi K2 · negative prompt · first choice
“Funded, high-volume SDR org → Orum (volume) or Nooks (coaching + virtual salesfloor).” DeepSeek V4 Flash · direct prompt · first choice
“#### 1. Orum ... Best for: High-volume B2B tech and enterprise SDR/BDR teams.” Gemini 3.5 Flash · 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.