Sales Cookie vs QCommission
Zero of fourteen models named Sales Cookie first on the direct prompt; zero named QCommission. Sales Cookie was named by twelve of the fourteen models and QCommission by nine and Sales Cookie carries 15 labels and QCommission 16, 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 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 sales commissions and incentive compensation page.
By framing
Sales CookieFirst choices, of fourteen modelsQCommission
Across every category in the November 2026 Edition, Sales Cookie and QCommission were named in the same answer twenty-four times, of the 53 answers naming Sales Cookie and the 54 naming QCommission. In those answers QCommission took the first choice seven times and Sales Cookie nine.
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 4.20 | | |||||
| 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 | | |
Sales Cookie QCommission first choice named as an alternative argued againstblank: not namedEach cell is one answer, Sales Cookie on the left and QCommission on the right.The direct prompt
Neither was named
14 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
Sales Cookie13%#3 of 12QCommission13%#4 of 12Sales Cookie13%#3 of 13QCommission5%#7 of 13Sales Cookie0%#– of 10QCommission0%#– of 10What the models said about Sales Cookie
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“For most small companies with limited budgets, Sales Cookie is likely your best choice” GLM 4.7 FlashX · budget prompt · first choice
“Sales Cookie if you're a startup ... or want the best reputation/value balance” DeepSeek V4 Flash · budget prompt · first choice
“Start with Sales Cookie (if you qualify for free) or QuotaPath” Kimi K2 · budget prompt · first choice
What the models said about QCommission
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Limited integrations — notably doesn't integrate with Salesforce or many popular CRMs, which is a major limitation” DeepSeek V4 Flash · negative prompt · soft negative
“Older versions of QCommission... often designed around manual CSV imports rather than real-time API syncing” Qwen 3.7 Flash · negative prompt · soft negative
“Customization and data import limits come up in verified Capterra reviews.” Muse Glimmer 30B · negative prompt · soft negative
“QCommission - Best Overall Value ... For the tightest budget, QCommission at $17/month offers the lowest entry point” MiniMax M2.5 · budget prompt · first choice
“QCommission if you need the absolute lowest cost per user” DeepSeek V4 Flash · budget prompt · first choice
“Top Recommendation: QCommission” Grok 4.20 · budget 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.