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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Orum | 8% | #4 of 13 | 23% | 30 | 12 of 14 |
| Nooks | 4% | #6 of 13 | 14% | 22 | 12 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: both first (first choices: Nooks, Orum) (alternatives: Aloware, Apollo.io, Kixie PowerCall, PhoneBurner)
- GPT-6 Luna: orum first (first choices: Orum) (alternatives: HubSpot Sales Hub, Nooks, Salesloft Dialer)
- Claude Haiku 4.5: neither first, one named (first choices: Aloware Power Dialer) (alternatives: Aircall, JustCall, Orum)
- Perplexity Sonar: neither first, one named (first choices: JustCall) (alternatives: Aircall, Orum, Salesfinity)
- DeepSeek V4 Flash: neither first, one named (first choices: JustCall) (alternatives: Aircall, Aloware, Nooks, Orum)
- Llama 4 Maverick: neither first, one named (first choices: PowerDialer.ai) (alternatives: Nooks, PhoneBurner, RingCentral Events, Skipcall)
- Qwen 3.7 Flash: neither first, one named (first choices: Aloware) (alternatives: Close, Nooks)
- Kimi K2: neither first, one named (first choices: Kixie PowerCall) (alternatives: JustCall, Koncert, Nooks, Orum)
- GPT-5.4 mini: neither named (first choices: CloudTalk) (alternatives: Aircall, Gong Dialer, Salesloft Dialer)
- Grok 4.1 Fast: neither named (first choices: Kixie PowerCall) (alternatives: Aircall, Close, JustCall, PhoneBurner)
- Mistral Small: neither named (first choices: Koncert, PhoneBurner) (alternatives: Aircall, Genesys Cloud CX, JustCall)
- GLM 4.7 FlashX: neither named (first choices: Aloware) (alternatives: Aircall, CloudTalk, JustCall, Koncert)
- MiniMax M2.5: neither named (first choices: Outreach Voice, Salesloft Dialer) (alternatives: Aircall, Koncert, PhoneBurner)
- Muse Glimmer 30B: neither named (first choices: JustCall, PhoneBurner) (alternatives: Aircall, Aloware Power Dialer, Convoso)

## What the models said about Orum

- "Labeled overpriced ($250/user/mo min. 3 users). Frequent reports of bugs, dropped calls, and poor audio quality" (Grok 4.1 Fast, negative prompt, hard negative)
- "Orum (parallel\u2011calling tool) | Poor connectivity and incorrect prospect matching disrupt calls." (GLM 4.7 FlashX, negative prompt, hard negative)
- ""Orum - Parallel dialing at scale creates massive compliance and reputation risks"" (Muse Glimmer 30B, negative prompt, hard negative)
- "Best for High-Volume, High-Velocity Outbound: Orum or Nooks... It is the industry standard for parallel dialing." (Gemini 3.5 Flash, paraphrase prompt, first choice)
- "The enterprise-grade pioneer of AI parallel dialing... Unmatched connect rates due to its Living Data Network" (Gemini 3.5 Flash, direct prompt, first choice)
- "The market is shifting toward AI-powered parallel dialers like Nooks and Orum for high-velocity B2B sales" (Kimi K2, comparative prompt, first choice)

## What the models said about Nooks

- "parallel\u2011focused tools (e.g., Nooks) excel at volume but lag in CRM\u2011first features like AI voice analytics and call\u2011disposition logging" (GLM 4.7 FlashX, negative prompt, soft negative)
- "like Orum or Nooks ... often costing thousands of dollars per seat annually with strict multi-user minimums" (Gemini 3.5 Flash, negative prompt, soft negative)
- "Orum and Nooks both document parallel-dialing modes, so scrutinize those modes—not the brands as a whole." (GPT-6 Luna, negative prompt, soft negative)
- "An "AI Outbound Agent Workspace" rather than just a dialer... Best for: Growth-to-mid-market sales teams looking for heavy rep enablement" (Gemini 3.5 Flash, direct prompt, first choice)
- "A rapidly growing powerhouse that pairs a high-velocity parallel/power dialer with AI coaching and a "virtual salesfloor."" (Gemini 3.5 Flash, paraphrase prompt, first choice)
- "The market is shifting toward AI-powered parallel dialers like Nooks and Orum for high-velocity B2B sales" (Kimi K2, comparative prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.