Zero of twelve models named Everstage first on the direct prompt; zero named eSpatial. Everstage was named by seven of the twelve models and eSpatial by eleven and Everstage carries 12 labels and eSpatial 28, so the shares are not directly comparable.
Named in two categories 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 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 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 |
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.
No label in this category carried a quote.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Mapping-first tools ... but no quota or capacity planning. Good only if territories are purely geographic.” DeepSeek V4 Flash · direct prompt · soft negative
“Great tools but start at $1,495–$2,400/year, only economical if you need algorithmic territory balancing.” DeepSeek V4 Flash · budget prompt · soft negative
“is likely a step up in cost and complexity” Perplexity Sonar · budget prompt · soft negative
“🏆 Top Recommendation: eSpatial” Qwen 3.7 Flash · budget prompt · first choice
“eSpatial is best for mid-market teams that want algorithmic territory balancing and clear visual mapping” Claude Haiku 4.5 · budget prompt · alternative
“Look for tools (like eSpatial or Varicent) that use algorithms to automatically assign accounts” Qwen 3.7 Flash · scale prompt · alternative
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.