CloudTalk vs Allo
One of twelve models named CloudTalk first on the direct prompt; zero named Allo. CloudTalk was named by twelve of the twelve models and Allo by eleven and CloudTalk carries 38 labels and Allo 12, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category 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.
By framing
CloudTalkFirst choices, of twelve modelsAllo
Every model, every framing
| 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 | | |
CloudTalk Allo first choice named as an alternative argued againstblank: not namedEach cell is one answer, CloudTalk on the left and Allo on the right.The direct prompt
CloudTalk first, Allo not the choice
1 of 12 modelsAllo was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
CloudTalk28%#1 of 9Allo14%#4 of 9What the models said about CloudTalk
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“CloudTalk struggles with poor connections, dropped calls, UI failing during critical call flows, and low connect rates” Claude Haiku 4.5 · negative prompt · hard negative
“Solid for scaling; higher min cost.” Grok 4.1 Fast · budget prompt · soft negative
“CloudTalk is a top choice for growth-stage companies because it provides 10-line parallel dialing power without the technical debt” Claude Haiku 4.5 · direct prompt · first choice
“CloudTalk is a great all-rounder for growing teams wanting multiple dialing modes” DeepSeek V4 Flash · comparative prompt · first choice
“I would recommend CloudTalk as the best all-around outbound calling platform” Perplexity Sonar · paraphrase prompt · first choice
What the models said about Allo
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
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.