QuotaPath vs eSpatial
One of twelve models named QuotaPath first on the direct prompt; zero named eSpatial. QuotaPath was named by eight of the twelve models and eSpatial by eleven and QuotaPath carries 23 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.
By framing
QuotaPathFirst choices, of twelve modelseSpatial
Every model, every framing
| 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 | |
QuotaPath eSpatial first choice named as an alternative argued againstblank: not namedEach cell is one answer, QuotaPath on the left and eSpatial on the right.The direct prompt
QuotaPath first, eSpatial not the choice
1 of 12 modelseSpatial was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 of 12 modelsThe answer made no first choice from these two in this category.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
QuotaPath22%#1 of 13eSpatial2%#6 of 13What the models said about QuotaPath
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Accessible pricing (~$35/user/mo) ... but light on territory design/capacity modeling.” DeepSeek V4 Flash · direct prompt · soft negative
“Fullcast (if Salesforce-native) or QuotaPath (for best value and flexibility) would be the strongest choices” Mistral Small · direct prompt · first choice
“I'd recommend QuotaPath or CaptivateIQ for a mid-sized B2B company” GLM 4.7 FlashX · paraphrase prompt · first choice
What the models said about eSpatial
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.