Six of fourteen models named Everstage first on the direct prompt; zero named Commissionly. Everstage was named by fourteen of the fourteen models and Commissionly by ten and Everstage carries 42 labels and Commissionly 12, so the shares are not directly comparable.
Named in four 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.
Across every category in the October 2026 Edition, Everstage and Commissionly were named in the same answer twenty-six times, of the 134 answers naming Everstage and the 55 naming Commissionly. In those answers Commissionly took the first choice seven times and Everstage one.
| 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. Five of six in this category shown.
“Complex navigation: Users find it cumbersome to access data... CRM sync delays” MiniMax M2.5 · negative prompt · soft negative
“Issues: Occasional CRM sync delays ... opaque pricing” Grok 4.20 · negative prompt · soft negative
“Known for a modern, sleek UI, highly responsive customer support, and no-code plan building. Very popular for mid-market SaaS companies.” Gemini 3.5 Flash · scale prompt · first choice
“Everstage is also a very strong pick if your priority is self-serve admin, faster implementation, and rep-facing usability” GPT-5.4 mini · direct prompt · first choice
“Everstage or Visdum offer the best combination of modern features, mid-market pricing, and fast implementation” Kimi K2 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Who should avoid: Companies with complex commission plans or those needing deep custom reporting.” DeepSeek V4 Flash · negative prompt · soft negative
“may not be suitable for larger teams or those with complex commission structures” Mistral Small · negative prompt · soft negative
“Commissionly and Sales Cookie are the top recommendations due to their low cost and simplicity” Mistral Small · budget prompt · first choice
“Commissionly is the most frequently recommended budget-friendly choice in 2025-2026 round-ups” Muse Glimmer 30B · budget prompt · first choice
“For a company with a limited budget, I'd recommend starting with Commissionly or Sales Cookie.” DeepSeek V4 Flash · 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.