# Zoho CRM vs Chili Piper: which do AI models recommend for lead routing, October 2026

GTM AI Recommendation Index, October 2026 Edition, Lead routing and management. Zero of fourteen models named Zoho CRM first on the direct prompt; one named Chili Piper. Page: https://gtm-ai-index.com/sales/lead-routing-and-management/zoho-crm-vs-chili-piper/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Zoho CRM | 14% | #3 of 11 | 6% | 16 | 11 of 14 |
| Chili Piper | 5% | #5 of 11 | 24% | 42 | 13 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: chili piper first (first choices: Chili Piper, LeanData) (alternatives: Default, HubSpot Sales Hub, RevenueHero, Traction Complete)
- GPT-5.4 mini: neither first, one named (first choices: LeanData) (alternatives: Chili Piper)
- Grok 4.20: neither first, one named (first choices: HubSpot Sales Hub) (alternatives: Pipedrive, Salesflare, Zoho CRM)
- Mistral Small: neither first, one named (first choices: LeadAngel, LeanData) (alternatives: Chili Piper, HubSpot Sales Hub, RevenueHero)
- DeepSeek V4 Flash: neither first, one named (first choices: HubSpot Sales Hub) (alternatives: Chili Piper, Default, LeanData)
- Llama 4 Maverick: neither first, one named (first choices: HubSpot Sales Hub) (alternatives: Chili Piper, LeadSquared, LeanData)
- GLM 4.7 FlashX: neither first, one named (first choices: HubSpot Sales Hub) (alternatives: Chili Piper, LeanData)
- MiniMax M2.5: neither first, one named (first choices: LeadAngel) (alternatives: Chili Piper, LeanData)
- GPT-6 Luna: neither first, one named (first choices: LeanData, RevenueHero) (alternatives: Chili Piper, HubSpot Sales Hub)
- Muse Glimmer 30B: neither first, one named (first choices: Default, LeanData) (alternatives: Chili Piper, HubSpot Sales Hub, Salesforce Sales Cloud)
- Claude Haiku 4.5: neither named (first choices: LeadAngel, LeanData) (alternatives: Default, HubSpot Sales Hub)
- Perplexity Sonar: neither named (first choices: LeadAngel) (alternatives: HubSpot Sales Hub)
- Qwen 3.7 Flash: neither named (first choices: Junction) (alternatives: LeadReactor, Salesforce LeadScore, Seamless.AI)
- Kimi K2: neither named (first choices: RevenueHero) (alternatives: LeadAngel)

## What the models said about Zoho CRM

- "Avoid using standard CRMs (like basic Salesforce setups or generic CRMs like Pipedrive/Zoho without add-ons)" (Qwen 3.7 Flash, negative prompt, hard negative)
- "Best for budget-conscious teams needing flexible routing... delivering enterprise-grade routing capabilities at small business pricing." (Claude Haiku 4.5, budget prompt, first choice)

## What the models said about Chili Piper

- "Volume-based platform fees scale sharply with inbound volume... full Chili Piper suites can be incredibly frustrating, as they often require five-figure annual contracts" (Muse Glimmer 30B, negative prompt, hard negative)
- "Choose Chili Piper or RevenueHero if your main pipeline bottleneck is prospects filling out your website's contact form" (Gemini 3.5 Flash, comparative prompt, first choice)
- "If your primary goal is converting inbound web traffic into qualified sales meetings... Chili Piper is the market leader." (Gemini 3.5 Flash, direct 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.