# Nooks vs Orum: which do AI models recommend for dialers, September 2026

GTM AI Recommendation Index, September 2026 Edition, Sales dialers and calling. Two of twelve models named Nooks first on the direct prompt; two named Orum. Page: https://gtm-ai-index.com/sales/sales-dialers-and-calling/nooks-vs-orum/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Nooks | 7% | #5 of 12 | 10% | 31 | 12 of 12 |
| Orum | 7% | #6 of 12 | 22% | 37 | 12 of 12 |

## The direct prompt, model by model

- Gemini 3.5 Flash: both first (first choices: Nooks, Orum) (alternatives: Aloware, Kixie, PhoneBurner)
- DeepSeek V4 Flash: both first (first choices: Nooks, Orum) (alternatives: Aloware, JustCall, Kixie, PhoneBurner)
- Claude Haiku 4.5: neither first, one named (first choices: Aloware Power Dialer, CloudTalk) (alternatives: Nooks, Orum, PhoneBurner, SmartDialer)
- GPT-5.4 mini: neither first, one named (first choices: Salesloft) (alternatives: Klenty, Nooks, Orum, Regie.ai)
- Perplexity Sonar: neither first, one named (first choices: Aloware) (alternatives: CloudTalk, JustCall, Kixie, Nooks, Orum)
- Grok 4.1 Fast: neither first, one named (first choices: Aloware, Kixie) (alternatives: CloudTalk, JustCall, Nooks, Orum)
- Mistral Small: neither first, one named (first choices: Aloware) (alternatives: CloudTalk, Nooks, Orum, Skipcall)
- Llama 4 Maverick: neither first, one named (first choices: Aloware) (alternatives: Orum)
- MiniMax M2.5: neither first, one named (first choices: Aloware) (alternatives: JustCall, Kixie, Orum)
- Qwen 3.7 Flash: neither named (first choices: Dialer.ai) (alternatives: Aircall, Kixie, Outreach, Salesloft, Seismic)
- Kimi K2: neither named (first choices: Aloware) (alternatives: Aircall, Dialpad, Salesfinity)
- GLM 4.7 FlashX: neither named (first choices: JustCall) (alternatives: CloudTalk, Dialpad)

## What the models said about Nooks

- "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)

## What the models said about Orum

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.