Territory and quota planning · November 2026 Edition
Maptive vs Lative
Zero of fourteen models named Maptive first on the direct prompt; one named Lative. Maptive was named by nine of the fourteen models and Lative by nine and both carry 13 labels, so the shares below are directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%23%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#7A position in a field of 13; printed, not drawn.
Labels1313Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, Maptive reading right to left. Rank and label count are printed, not drawn.CaptivateIQ Planning was named alongside these two in fourteen of the fourteen direct answers. CaptivateIQ Planning vs Maptive · CaptivateIQ Planning vs Lative · Everstage vs Maptive
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 territory and quota planning page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
MaptiveFirst choices, of fourteen modelsLative
Direct01
Paraphrase00
Comparative00
Budget-constrained203 against Lative
Scale-constrained001 against Maptive
Negative00
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 Maptive and Lative 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 |
Maptive Lative first choice named as an alternative argued againstblank: not namedEach cell is one answer, Maptive on the left and Lative on the right.The direct prompt
The plain question, one answer per model, grouped by where Maptive and Lative stood in it.
Lative first, Maptive not the choice
1 of 14 modelsMaptive was named in the answer but not as the choice, or not at all.Mistral SmallCaptivateIQ Planning, Lative alternatives: Fullcast Plan, Xactly, ZoomInfo
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5CaptivateIQ Planning alternatives: Maptive, Pipedrive, Salesforce Maps, Salesforce Sales Planning, eSpatial
Neither was named
12 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniAnaplan Territory & Quota Planning alternatives: CaptivateIQ Planning, Vena
Gemini 3.5 FlashFullcast Plan alternatives: CaptivateIQ Planning, Pigment, Salesforce Maps, Salesforce Sales Planning, Xactly, Xactly AlignStar
Perplexity SonarCaptivateIQ Planning alternatives: Fullcast Plan, Pigment, QuotaPath
Grok 4.20CaptivateIQ Planning alternatives: Fullcast Plan, QuotaPath
DeepSeek V4 FlashCaptivateIQ Planning alternatives: Fullcast Plan, Pigment
Llama 4 MaverickCaptivateIQ Planning
Qwen 3.7 FlashCaptivateIQ Planning alternatives: Fullcast Plan, QuotaPath, Visdum, Xactly
Kimi K2CaptivateIQ Planning alternatives: QuotaPath, Visdum
GLM 4.7 FlashXCaptivateIQ Planning, Fullcast Plan alternatives: QuotaPath, Salesforce Sales Planning
MiniMax M2.5CaptivateIQ Planning alternatives: QuotaPath, Vena, Xactly
GPT-6 LunaFullcast Plan alternatives: CaptivateIQ Planning, Salesforce Sales Planning
Muse Glimmer 30BCaptivateIQ Planning alternatives: QuotaPath
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
Mid-marketThe figures above
Enterprise
The order flips: Lative leads at enterprise.
Lative2%#– of 9Maptive0%#– of 9What the models said about Maptive
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Simple mapping-only tools (eSpatial, Maptive) if you need integrated quota planning” Kimi K2 · scale prompt · hard negative
“start with MapBusinessOnline or Maptive if you need dedicated territory mapping” Mistral Small · budget prompt · first choice
“Maptive is likely the best overall choice for territory planning” Perplexity Sonar · budget prompt · first choice
“Maptive offers more advanced territory optimization if you need automated territory balancing” DeepSeek V4 Flash · budget prompt · alternative
What the models said about Lative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Other options include Pigment, Lative, and Anaplan, but they may be more expensive or have more complex pricing structures.” Llama 4 Maverick · budget prompt · soft negative
“From $5,000/year (up to 20 reps) | Tying territory design directly to quota and rep capacity” Kimi K2 · budget prompt · soft negative
“Lative (from ~$5k/year but scalable)” Grok 4.20 · budget prompt · soft negative
“CaptivateIQ Planning and Lative are the top choices” Mistral Small · direct prompt · first choice
“Coverage-based planning around your reps, fast, affordable ($5K/yr) | If you need to start small and simple” DeepSeek V4 Flash · scale prompt · alternative
“Lative (~$5,000/yr) — it uniquely connects territory design to actual rep capacity and quota fairness” Qwen 3.7 Flash · budget prompt · alternative
Also compared
CaptivateIQ Planning vs MaptiveCaptivateIQ Planning vs LativeEverstage vs MaptiveEverstage vs LativeFullcast Plan vs MaptiveFullcast Plan vs LativeMaptive vs QuotaPathMaptive vs Varicent Territory and Quota PlanningMaptive vs Salesforce Sales PlanningQuotaPath vs LativeVaricent Territory and Quota Planning vs LativeLative vs Salesforce Sales PlanningAll twenty-eight head-to-head pages and the full territory planning 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.