Lead routing and management · September 2026 Edition
LeanData vs Chili Piper
Five of twelve models named LeanData first on the direct prompt; five named Chili Piper. LeanData was named by twelve of the twelve models and Chili Piper by eleven and LeanData carries 55 labels and Chili Piper 46, so the shares are not directly comparable.
Named in three categories this edition.
Named in two categories this edition.
First-choice share21%11%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate20%22%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 14; printed, not drawn.
Labels5546A 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.LeadAngel was named alongside these two in seven of the twelve direct answers. LeadAngel vs LeanData · LeadAngel vs Chili Piper
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; 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 twelve models made each the first choice, per way of asking, and how many argued against it.
LeanDataFirst choices, of twelve modelsChili Piper
Direct551 against LeanData · 1 against Chili Piper
Paraphrase302 against LeanData
Comparative72
Budget-constrained003 against LeanData · 4 against Chili Piper
Scale-constrained41
Negative105 against LeanData · 5 against Chili Piper
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where LeanData and Chili Piper stood in it.
Both were the first choice
3 of 12 modelsThe answer named them together, and the judge labeled each a first choice.Gemini 3.5 FlashChili Piper, LeanData alternatives: Default, Distribution Engine, HubSpot Operations Hub, Kubaru, RevenueHero
Mistral SmallChili Piper, LeadAngel, LeanData alternatives: Default
Kimi K2Chili Piper, LeanData alternatives: Distribution Engine, PowerRouter
LeanData first, Chili Piper an alternative
2 of 12 modelsChili Piper was named in the answer but not as the choice, or not at all.Claude Haiku 4.5HubSpot Operations Hub, LeanData alternatives: Chili Piper, Default, Distribution Engine, LeadAngel
Grok 4.1 FastLeanData alternatives: Chili Piper, HubSpot Workflows, LeadAngel
Chili Piper first, LeanData an alternative
2 of 12 modelsLeanData was named in the answer but not as the choice, or not at all.GPT-5.4 miniChili Piper alternatives: LeanData, Revenue.io
GLM 4.7 FlashXChili Piper alternatives: HubSpot Sales Hub, LeanData
Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarLeadAngel alternatives: Chili Piper, HubSpot Routing, LeanData
DeepSeek V4 FlashDefault, LeadAngel alternatives: Chili Piper, HubSpot Sales Hub, RevenueHero, Salesforce Lead Assignment Rules
MiniMax M2.5LeadAngel alternatives: Keap, LeanData, PowerRouter
Neither was named
2 of 12 modelsThe answer made no first choice from these two in this category.Llama 4 MaverickLeadAngel alternatives: Copper, Freshsales, HubSpot Sales Hub, Zoho CRM
Qwen 3.7 FlashRoundRobin.io alternatives: HubSpot Operations Hub, Outreach, Replicant, Salesforce Einstein, Salesloft
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
Chili Piper leads by two points.
Chili Piper2%#10 of 14LeanData0%#14 of 14Mid-marketThe figures above
The order flips: LeanData leads at mid-market.
LeanData21%#2 of 14Chili Piper11%#3 of 14Enterprise
LeanData leads by fifty-two points.
LeanData54%#1 of 9Chili Piper2%#6 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.
“here are the lead routing and management tools you should avoid or be cautious about... LeanData Common Issues: - Complex interface” GLM 4.7 FlashX · negative prompt · hard negative
“trying to buy enterprise-level lead routing platforms like LeanData, Default, or full Chili Piper suites can be incredibly frustrating” Gemini 3.5 Flash · budget prompt · hard negative
“LeanData / 6sense / ZoomInfo GTM Studio — Mid-five to six-figure contracts” Kimi K2 · budget prompt · hard negative
“The gold standard for Salesforce-native environments... LeanData is the market leader. However, it requires experienced RevOps administrators to maintain.” Gemini 3.5 Flash · scale prompt · first choice
“start by evaluating Chili Piper if your bottleneck is inbound conversion speed, or LeanData if your bottleneck is messy routing logic” Kimi K2 · direct prompt · first choice
“LeanData | Enterprise, complex Salesforce environments | Lead-to-account matching, territories, ownership governance, audit depth” DeepSeek V4 Flash · scale prompt · first choice
What the models said about Chili Piper
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“full Chili Piper suites can be incredibly frustrating, as they often require five-figure annual contracts” Gemini 3.5 Flash · budget prompt · hard negative
“What to Avoid on a Limited Budget - Chili Piper — Now starts at $15,000/year minimum” Kimi K2 · budget prompt · hard negative
“Avoid for Limited Budgets - Chili Piper — starts at $15,000/year (enterprise pricing)” MiniMax M2.5 · budget prompt · hard negative
“For most mid-market B2B companies, I recommend starting with Chili Piper as your primary routing and scheduling tool.” GLM 4.7 FlashX · direct prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.