Zero of fourteen models named Maptive first on the direct prompt; zero named QuotaPath. Maptive was named by eight of the fourteen models and QuotaPath by eight and Maptive carries 11 labels and QuotaPath 12, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories 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 4.1 Fast | ||||||
| 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. Five of six in this category shown.
“When to Avoid: If your sales structure is based on industry verticals, company size, or intent data rather than geography.” Gemini 3.5 Flash · negative prompt · soft negative
“good for basic mapping but limited in complex territory balancing and quota workflows” DeepSeek V4 Flash · negative prompt · soft negative
“Maptive stands out as one of the best affordable sales territory and quota planning tools” Grok 4.1 Fast · budget prompt · first choice
“Top Recommendation: Maptive (Best overall for limited budgets)” DeepSeek V4 Flash · budget prompt · first choice
“Top Recommendation: Maptive” Qwen 3.7 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“For the most cost-effective solution, QuotaPath offers the best value with transparent pricing and no hidden fees” Claude Haiku 4.5 · budget 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.