Three of fourteen models named Fullcast Plan first on the direct prompt; one named Lative. Fullcast Plan was named by fourteen of the fourteen models and Lative by nine and Fullcast Plan carries 31 labels and Lative 13, 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.
Across every category in the November 2026 Edition, Fullcast Plan and Lative were named in the same answer twenty-five times, of the 94 answers naming Fullcast Plan and the 41 naming Lative. In those answers Lative took the first choice five times and Fullcast Plan three.
| 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. Six of seven in this category shown.
“Avoid initially: CaptivateIQ, Fullcast, Anaplan, and Varicent.” Perplexity Sonar · budget prompt · hard negative
“not an enterprise suite like Anaplan, Fullcast, Varicent, or Xactly, because those are typically sold as custom-quoted platforms” GPT-5.4 mini · budget prompt · soft negative
“look at fuller platforms like Fullcast or CaptivateIQ (though these are pricier)” DeepSeek V4 Flash · budget prompt · soft negative
“well-reviewed for RevOps-centric territory + quota planning; main complaints are a learning curve, but users consistently praise the living territory model” DeepSeek V4 Flash · negative prompt · first choice
“Choose Fullcast or CaptivateIQ if you want territory + quota planning tightly aligned with compensation and governance workflows.” MiniMax M2.5 · comparative prompt · first choice
“I'd start with CaptivateIQ or Fullcast. Both offer the right balance of features, pricing, and AI capabilities” GLM 4.7 FlashX · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Other options include Pigment, Lative, and Anaplan, but they may be more expensive or have more complex pricing structures.” Llama 4 Maverick · budget prompt · soft negative
“From $5,000/year (up to 20 reps) | Tying territory design directly to quota and rep capacity” Kimi K2 · budget prompt · soft negative
“Lative (from ~$5k/year but scalable)” Grok 4.20 · budget prompt · soft negative
“CaptivateIQ Planning and Lative are the top choices” Mistral Small · direct prompt · first choice
“Coverage-based planning around your reps, fast, affordable ($5K/yr) | If you need to start small and simple” DeepSeek V4 Flash · scale prompt · alternative
“Lative (~$5,000/yr) — it uniquely connects territory design to actual rep capacity and quota fairness” Qwen 3.7 Flash · budget 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.