# Zoho CRM vs Distribution Engine: which do AI models recommend for lead routing, September 2026

GTM AI Recommendation Index, September 2026 Edition, Lead routing and management. Zero of twelve models named Zoho CRM first on the direct prompt; zero named Distribution Engine. Page: https://gtm-ai-index.com/sales/lead-routing-and-management/zoho-crm-vs-distribution-engine/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Zoho CRM | 5% | #5 of 14 | 7% | 14 | 10 of 12 |
| Distribution Engine | 4% | #6 of 14 | 0% | 18 | 9 of 12 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither first, one named (first choices: HubSpot Operations Hub, LeanData) (alternatives: Chili Piper, Default, Distribution Engine, LeadAngel)
- Gemini 3.5 Flash: neither first, one named (first choices: Chili Piper, LeanData) (alternatives: Default, Distribution Engine, HubSpot Operations Hub, Kubaru, RevenueHero)
- Llama 4 Maverick: neither first, one named (first choices: LeadAngel) (alternatives: Copper, Freshsales, HubSpot Sales Hub, Zoho CRM)
- Kimi K2: neither first, one named (first choices: Chili Piper, LeanData) (alternatives: Distribution Engine, PowerRouter)
- GPT-5.4 mini: neither named (first choices: Chili Piper) (alternatives: LeanData, Revenue.io)
- Perplexity Sonar: neither named (first choices: LeadAngel) (alternatives: Chili Piper, HubSpot Routing, LeanData)
- Grok 4.1 Fast: neither named (first choices: LeanData) (alternatives: Chili Piper, HubSpot Workflows, LeadAngel)
- Mistral Small: neither named (first choices: Chili Piper, LeadAngel, LeanData) (alternatives: Default)
- DeepSeek V4 Flash: neither named (first choices: Default, LeadAngel) (alternatives: Chili Piper, HubSpot Sales Hub, RevenueHero, Salesforce Lead Assignment Rules)
- Qwen 3.7 Flash: neither named (first choices: RoundRobin.io) (alternatives: HubSpot Operations Hub, Outreach, Replicant, Salesforce Einstein, Salesloft)
- GLM 4.7 FlashX: neither named (first choices: Chili Piper) (alternatives: HubSpot Sales Hub, LeanData)
- MiniMax M2.5: neither named (first choices: LeadAngel) (alternatives: Keap, LeanData, PowerRouter)

## What the models said about Zoho CRM

- "best for budget-conscious organizations that need basic workflow automation and contact distribution" (Claude Haiku 4.5, budget prompt, first choice)
- "If you need a cheap, standard CRM with great built-in round-robin routing: Go with Zoho CRM." (Gemini 3.5 Flash, budget prompt, first choice)

## What the models said about Distribution Engine

- "prioritize Salesforce-native routing tools (such as *LeanData, Traction Complete, Kubaru,* or *Distribution Engine*)" (Gemini 3.5 Flash, negative prompt, first choice)
- "LeadAngel or Distribution Engine (mid-market value + territory depth)" (Kimi K2, scale prompt, first choice)
- "buy Distribution Engine" (Gemini 3.5 Flash, paraphrase 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.