Lead routing and management · November 2026 Edition
LeanData vs Default
Six of fourteen models named LeanData first on the direct prompt; one named Default. LeanData was named by fourteen of the fourteen models and Default by ten and LeanData carries 63 labels and Default 25, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories this edition.
First-choice share28%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate25%16%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#7A position in a field of 15; printed, not drawn.
Labels6325A 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.Chili Piper was named alongside these two in thirteen of the fourteen direct answers. LeanData vs LeadAngel · LeanData vs Zoho CRM · LeanData vs Chili Piper
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 modelsDefault
Direct61
Paraphrase403 against LeanData
Comparative80
Budget-constrained006 against LeanData · 4 against Default
Scale-constrained60
Negative007 against LeanData
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.
Across every category in the November 2026 Edition, LeanData and Default were named in the same answer fifty-eight times, of the 193 answers naming LeanData and the 66 naming Default. In those answers Default took the first choice one time and LeanData nineteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where LeanData and Default 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 Default first choice named as an alternative argued againstblank: not namedEach cell is one answer, LeanData on the left and Default on the right.The direct prompt
The plain question, one answer per model, grouped by where LeanData and Default stood in it.
LeanData first, Default an alternative
6 of 14 modelsDefault was named in the answer but not as the choice, or not at all.Claude Haiku 4.5LeanData alternatives: Chili Piper, HubSpot Sales Hub, Kubaru, LeadAngel, Traction Complete
GPT-5.4 miniLeanData alternatives: Chili Piper, RevenueHero
Gemini 3.5 FlashChili Piper, LeanData alternatives: Default, Distribution Engine, HubSpot Operations & Sales Hub Enterprise, RevenueHero
Grok 4.20LeanData alternatives: Apollo.io, Chili Piper, Kubaru, LeadAngel, RevenueHero, Salesforce Einstein Lead Scoring + Assignment Rules
Mistral SmallLeanData alternatives: Chili Piper, Default, LeadAngel, RevenueHero
GPT-6 LunaLeanData alternatives: Chili Piper, HubSpot Workflows, RevenueHero
Default first, LeanData an alternative
1 of 14 modelsLeanData was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashChili Piper, Default alternatives: LeadAngel, LeanData, RevenueHero
Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarLeadAngel alternatives: Chili Piper, HubSpot Sales Hub, LeanData
Llama 4 MaverickLeadAngel alternatives: Chili Piper, Default, LeanData
Qwen 3.7 FlashLeadAngel alternatives: Chili Piper, LeanData, MarketBetter
Kimi K2LeadAngel alternatives: Chili Piper, LeanData
GLM 4.7 FlashXLeadAngel alternatives: Chili Piper, LeanData
MiniMax M2.5LeadAngel alternatives: Default, HubSpot Sales Hub, OnceHub Route
Muse Glimmer 30BLeadAngel alternatives: Chili Piper, Default, Kubaru, LeanData, RevenueHero
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
Level: the same share of first choices.
LeanData0%#16 of 16Default0%#14 of 16Mid-marketThe figures above
LeanData leads by twenty-six points.
LeanData28%#1 of 15Default2%#7 of 15Enterprise
LeanData leads by sixty-seven points.
LeanData67%#1 of 10Default0%#9 of 10What 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” Muse Glimmer 30B · negative prompt · hard negative
“frequently cited as a tool to avoid or approach with extreme caution due to its complexity, high cost, and steep learning curve” Mistral Small · negative prompt · hard negative
“Avoid expensive dedicated routing platforms like Chili Piper ($1,250/mo+) or LeanData” DeepSeek V4 Flash · budget prompt · hard negative
“I'd generally recommend LeanData if you're looking for a dedicated tool that handles both lead assignment and lead-to-account matching well” GPT-5.4 mini · paraphrase prompt · first choice
“LeanData – If your routing is heavily Salesforce‑centric and you need sophisticated account matching, territory logic, and deduplication.” GLM 4.7 FlashX · scale prompt · first choice
“if you need robust lead-to-account matching, cross-object routing, or complex account ownership, include a specialist such as LeanData” GPT-6 Luna · scale prompt · first choice
What the models said about Default
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 Chili Piper / LeanData / Default unless you have enterprise budget” Muse Glimmer 30B · budget prompt · hard negative
“Avoid: ... Default ($15,000/year)” Kimi K2 · budget prompt · hard negative
“can easily cost thousands of dollars per year, making them impractical for smaller budgets” Gemini 3.5 Flash · budget prompt · soft negative
“Chili Piper or Default are the strongest picks” DeepSeek V4 Flash · direct prompt · first choice
“Default / Qualified: Modern, all-in-one inbound routing, scheduling, and enrichment platforms built for agile RevOps teams.” Gemini 3.5 Flash · scale prompt · alternative
“Modern mid-market teams wanting routing + scheduling in one clean UX | Quote-based | Newer platform; less proven at scale” DeepSeek V4 Flash · paraphrase prompt · alternative
Also compared
LeanData vs LeadAngelLeanData vs Zoho CRMLeanData vs Chili PiperLeanData vs HubSpot Sales HubLeanData vs FreshsalesLeanData vs Traction CompleteLeadAngel vs DefaultZoho CRM vs DefaultChili Piper vs DefaultHubSpot Sales Hub vs DefaultFreshsales vs DefaultDefault vs Traction CompleteAll 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.