Fullcast vs Xactly
One of fourteen models named Fullcast first on the direct prompt; one named Xactly. Fullcast was named by twelve of the fourteen models and Xactly by thirteen and Fullcast carries 24 labels and Xactly 32, so the shares are not directly comparable.
Named in one category this edition.
By Xactly Corporation, San Jose, United States, founded 2005. 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.
By framing
FullcastFirst choices, of fourteen modelsXactly
Across every category in the October 2026 Edition, Fullcast and Xactly were named in the same answer twenty-nine times, of the 76 answers naming Fullcast and the 89 naming Xactly. In those answers Xactly took the first choice three times and Fullcast three.
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 | | |||||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | |
Fullcast Xactly first choice named as an alternative argued againstblank: not namedEach cell is one answer, Fullcast on the left and Xactly on the right.The direct prompt
Fullcast first, Xactly not the choice
1 of 14 modelsXactly was named in the answer but not as the choice, or not at all.Xactly first, Fullcast an alternative
1 of 14 modelsFullcast was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 14 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
Fullcast4%#4 of 11Xactly4%#6 of 11Xactly5%#4 of 9Fullcast2%#7 of 9What the models said about Fullcast
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
What the models said about Xactly
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: Traditional enterprise platforms like Xactly ... they're overkill and overpriced for most mid-market needs.” Muse Glimmer 30B · negative prompt · hard negative
“Avoid going straight to enterprise suites like Xactly unless you need advanced modeling and have the budget” GPT-5.4 mini · budget prompt · hard negative
“considered overkill and overpriced for most mid-market companies” Mistral Small · negative prompt · hard negative
“If you're a mid-sized B2B company and want the safest "default" choice, start with Xactly.” GPT-5.4 mini · paraphrase prompt · first choice
“the best overall choice is usually Xactly” GPT-5.4 mini · direct prompt · first choice
“Xactly if by "SPM" you mean a broader suite for territory and quota planning, commissions, and forecasting” GPT-6 Luna · paraphrase 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.