Lead routing and management · October 2026 Edition
LeanData vs Zoho CRM
Six of fourteen models named LeanData first on the direct prompt; zero named Zoho CRM. LeanData was named by fourteen of the fourteen models and Zoho CRM by eleven and LeanData carries 53 labels and Zoho CRM 16, so the shares are not directly comparable.
Named in four categories this edition.
Named in eighteen categories this edition.
First-choice share21%14%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate32%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 11; printed, not drawn.
Labels5316A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, LeanData reading right to left. Rank and label count are printed, not drawn.HubSpot Sales Hub was named alongside these two in ten of the fourteen direct answers. LeadAngel vs LeanData · LeadAngel vs Zoho CRM · LeanData vs HubSpot Sales Hub
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; every quote names the model and the prompt it came from. Both figures come from the lead routing and management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
LeanDataFirst choices, of fourteen modelsZoho CRM
Direct603 against LeanData
Paraphrase404 against LeanData
Comparative801 against LeanData
Budget-constrained081 against LeanData
Scale-constrained20
Negative008 against LeanData · 1 against Zoho CRM
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where LeanData and Zoho CRM stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | | | ||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | |||
| Grok 4.20 | | | | | | |
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | | | | | | |
| GPT-6 Luna | | | | | ||
| Muse Glimmer 30B | | | | | | |
LeanData Zoho CRM first choice named as an alternative argued againstblank: not namedEach cell is one answer, LeanData on the left and Zoho CRM on the right.The direct prompt
The plain question, one answer per model, grouped by where LeanData and Zoho CRM stood in it.
LeanData first, Zoho CRM not the choice
6 of 14 modelsZoho CRM was named in the answer but not as the choice, or not at all.Claude Haiku 4.5LeadAngel, LeanData alternatives: Default, HubSpot Sales Hub
GPT-5.4 miniLeanData alternatives: Chili Piper
Gemini 3.5 FlashChili Piper, LeanData alternatives: Default, HubSpot Sales Hub, RevenueHero, Traction Complete
Mistral SmallLeadAngel, LeanData alternatives: Chili Piper, HubSpot Sales Hub, RevenueHero
GPT-6 LunaLeanData, RevenueHero alternatives: Chili Piper, HubSpot Sales Hub
Muse Glimmer 30BDefault, LeanData alternatives: Chili Piper, HubSpot Sales Hub, Salesforce Sales Cloud
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Grok 4.20HubSpot Sales Hub alternatives: Pipedrive, Salesflare, Zoho CRM
DeepSeek V4 FlashHubSpot Sales Hub alternatives: Chili Piper, Default, LeanData
Llama 4 MaverickHubSpot Sales Hub alternatives: Chili Piper, LeadSquared, LeanData
GLM 4.7 FlashXHubSpot Sales Hub alternatives: Chili Piper, LeanData
MiniMax M2.5LeadAngel alternatives: Chili Piper, LeanData
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Perplexity SonarLeadAngel alternatives: HubSpot Sales Hub
Qwen 3.7 FlashJunction alternatives: LeadReactor, Salesforce LeadScore, Seamless.AI
Kimi K2RevenueHero alternatives: LeadAngel
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Zoho CRM leads by eighteen points.
Zoho CRM18%#3 of 11LeanData0%#11 of 11Mid-marketThe figures above
The order flips: LeanData leads at mid-market.
LeanData21%#2 of 11Zoho CRM14%#3 of 11Enterprise
LeanData leads by sixty-four points.
LeanData64%#1 of 9Zoho CRM0%#– of 9What the models said about LeanData
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid LeanData for now unless you are already approaching enterprise scale; its high cost and implementation time are generally unnecessary” Qwen 3.7 Flash · paraphrase prompt · hard negative
“LeanData is powerful but expensive/Salesforce-locked; great for enterprises, overkill (and risky if you're not all-in) for others.” Grok 4.20 · negative prompt · soft negative
“Salesforce-only and expensive to run... Steep learning curve, HubSpot integration issues, Routing errors in complex setups” Muse Glimmer 30B · negative prompt · soft negative
“My default recommendation: LeanData—if your CRM is Salesforce and you need both dependable lead-to-account matching and flexible assignment.” GPT-6 Luna · paraphrase prompt · first choice
“LeanData * Best For: Enterprise sales organizations using Salesforce. ... most large companies add a tool like LeanData on top of it” Qwen 3.7 Flash · comparative prompt · first choice
“If I had to pick one default recommendation for a mid-sized B2B company with meaningful routing complexity, it would be LeanData.” Perplexity Sonar · paraphrase prompt · first choice
What the models said about Zoho CRM
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“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
Also compared
LeadAngel vs LeanDataLeadAngel vs Zoho CRMLeanData vs HubSpot Sales HubLeanData vs Chili PiperLeanData vs RevenueHeroLeanData vs DefaultLeanData vs Salesforce Lead Assignment RulesZoho CRM vs HubSpot Sales HubZoho CRM vs Chili PiperZoho CRM vs RevenueHeroZoho CRM vs DefaultZoho CRM vs Salesforce Lead Assignment RulesAll twenty-eight head-to-head pages and the full lead routing standing
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.