Zero of fourteen models named Maptive first on the direct prompt; zero named Varicent Territory and Quota Planning. Maptive was named by nine of the fourteen models and Varicent Territory and Quota Planning by eleven and Maptive carries 13 labels and Varicent Territory and Quota Planning 23, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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.
| 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 |
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.
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
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 initially: CaptivateIQ, Fullcast, Anaplan, and Varicent.” Perplexity Sonar · budget prompt · hard negative
“Avoid | BoogieBoard Max, eSpatial Advanced, Varicent” Qwen 3.7 Flash · budget prompt · hard negative
“Varicent reviews frequently note they're powerful but have a steep learning curve and are overkill for basic territory planning” DeepSeek V4 Flash · negative prompt · soft negative
“1. Varicent (formerly IBM SPM) Comprehensive SPM suite with strong territory optimization, quota modeling, AI-driven planning” Grok 4.20 · comparative prompt · first choice
“Need quotas, territories, capacity, and compensation connected? Start with Varicent or Xactly.” GPT-6 Luna · comparative prompt · first choice
“SPM suites like CaptivateIQ or Varicent often emerge as sweet spots” Grok 4.20 · scale prompt · first choice
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.