Zero of twelve models named Allo first on the direct prompt; zero named Aircall. Allo was named by eleven of the twelve models and Aircall by twelve and Allo carries 12 labels and Aircall 29, so the shares are not directly comparable.
Named in one category 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.
| 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. Three of four in this category shown.
“these dialers are generally more reliable: - Allo (4.7/5 on G2, single-line progressive, transparent pricing at $45/user)” DeepSeek V4 Flash · negative prompt · first choice
“Allo is the best overall value — a genuine power dialer starting at $32/user/month” DeepSeek V4 Flash · budget prompt · first choice
“Allo stands out as one of the best sales dialers (specifically a power/progressive dialer)” Grok 4.1 Fast · budget 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.