One of fourteen models named Fullcast first on the direct prompt; zero named Anaplan Territory & Quota Planning. Fullcast was named by twelve of the fourteen models and Anaplan Territory & Quota Planning by fourteen and Fullcast carries 24 labels and Anaplan Territory & Quota Planning 46, so the shares are not directly comparable.
Named in one category this edition.
By Anaplan, San Francisco, United States, founded 2006. 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.
Across every category in the October 2026 Edition, Fullcast and Anaplan Territory & Quota Planning were named in the same answer sixty-five times, of the 76 answers naming Fullcast and the 137 naming Anaplan Territory & Quota Planning. In those answers Anaplan Territory & Quota Planning took the first choice eighteen times and Fullcast eight.
| 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.
“$20K–$60K/year. Not budget-friendly.” DeepSeek V4 Flash · budget prompt · hard negative
“Dedicated tools like Fullcast or Anaplan are powerful but start at custom quotes often >$10k/year—unsuitable for limited budgets.” Grok 4.1 Fast · budget prompt · soft negative
“the research suggests a dedicated territory engine (like Fullcast, BoogieBoard, or similar) paired with clean data may be a better fit” DeepSeek V4 Flash · negative prompt · first choice
“Fullcast stands out for AI‑driven territory design and native Salesforce plan‑to‑pay integration.” GLM 4.7 FlashX · comparative prompt · first choice
“Prioritize tools with quota-territory linkage (e.g., Fullcast for mid-market, Anaplan for enterprise)” Grok 4.1 Fast · negative prompt · first choice
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 Anaplan unless you have a dedicated, permanent budget for certified Anaplan Model Builders or consultants to manage it.” Gemini 3.5 Flash · negative prompt · hard negative
“Avoid buying enterprise planning platforms (like Anaplan or large SPM suites) if you have fewer than 30–50 reps.” GLM 4.7 FlashX · negative prompt · hard negative
“Avoid "Enterprise" giants (like Anaplan) which require massive implementation” Qwen 3.7 Flash · scale prompt · hard negative
“look for solutions that balance enterprise-grade capabilities with mid-market agility - tools like Anaplan, Oracle SPM, or dedicated sales planning platforms” GLM 4.7 FlashX · scale prompt · first choice
“For enterprise-wide simulation connecting territory, headcount, and finance, Anaplan remains the dominant heavyweight solution.” Qwen 3.7 Flash · comparative prompt · first choice
“Anaplan and Pipeline (ZoomInfo) are the most comprehensive, integrating territory design, quota setting, and capacity modeling.” Mistral Small · comparative 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.