CloudTalk vs Orum
One of twelve models named CloudTalk first on the direct prompt; two named Orum. Both were named by all twelve models and CloudTalk carries 38 labels and Orum 37, so the shares are not directly comparable.
Named in four 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 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 modelsOrum
Across every category in the September 2026 Edition, CloudTalk and Orum were named in the same answer fifty times, of the 154 answers naming CloudTalk and the 85 naming Orum. In those answers Orum took the first choice four times and CloudTalk six.
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 Orum first choice named as an alternative argued againstblank: not namedEach cell is one answer, CloudTalk on the left and Orum on the right.The direct prompt
CloudTalk first, Orum an alternative
1 of 12 modelsOrum was named in the answer but not as the choice, or not at all.Orum first, CloudTalk not the choice
2 of 12 modelsCloudTalk was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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 9Orum0%#9 of 9Orum7%#6 of 17CloudTalk4%#8 of 17What 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 Orum
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
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.