| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Territory and quota planning | Revenue operations | 4% | 3 of 103 | 4% | 23 | accepted challenger |
| Sales commissions and incentive compensation | Revenue operations | 4% | 6 of 51 | 6% | 47 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 8 | 1 | 1 | 10 |
| Perplexity Sonar | 0 | 3 | 1 | 0 | 4 |
| Grok 4.1 Fast | 0 | 4 | 2 | 1 | 7 |
| Mistral Small | 2 | 4 | 2 | 0 | 8 |
| DeepSeek V4 Flash | 0 | 8 | 1 | 1 | 10 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 4 | 0 | 0 | 4 |
| Kimi K2 | 0 | 6 | 3 | 1 | 10 |
| GLM 4.7 FlashX | 2 | 4 | 1 | 0 | 7 |
| MiniMax M2.5 | 1 | 1 | 2 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Commissionly or QuotaPath Growth offer the best balance of affordability, features, and transparent pricing.” GLM 4.7 FlashX · Commissions · budget prompt · first choice
“Fullcast (if Salesforce-native) or QuotaPath (for best value and flexibility) would be the strongest choices” Mistral Small · Territory planning · direct prompt · first choice
“I'd recommend QuotaPath or CaptivateIQ for a mid-sized B2B company” GLM 4.7 FlashX · Territory planning · paraphrase prompt · first choice
“Everstage and QuotaPath are frequently highlighted as top choices” MiniMax M2.5 · Commissions · direct prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Be Cautious If: Your compensation structures involve complex data transformations... Lacking Calculation Depth” Gemini 3.5 Flash · Commissions · negative prompt · soft negative
“Accessible pricing (~$35/user/mo) ... but light on territory design/capacity modeling.” DeepSeek V4 Flash · Territory planning · direct prompt · soft negative
“Platform fee makes it ~$6K+/year for 10–20 reps (some call pricing "misleading")” Grok 4.1 Fast · Commissions · budget prompt · soft negative
“Moderate Caution... reaches a ceiling as compensation plans grow in complexity” Kimi K2 · Commissions · negative prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 27 of the 181 answers that named QuotaPath and are not a share of its labels.
112 of the 123 domain citations in answers naming QuotaPath came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when QuotaPath's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as QuotaPath, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at quotapath.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.