Six of fourteen models named Everstage first on the direct prompt; zero named Performio. Everstage was named by fourteen of the fourteen models and Performio by twelve and Everstage carries 42 labels and Performio 27, so the shares are not directly comparable.
Named in four categories this edition.
Named in two categories 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 Performio were named in the same answer forty-eight times, of the 134 answers naming Everstage and the 75 naming Performio. In those answers Performio took the first choice one time and Everstage five.
| 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.
“Weak spots include an interface that feels dated, slow page loads with large datasets, occasional sync delays” Claude Haiku 4.5 · negative prompt · soft negative
“Enterprise tools like CaptivateIQ or Performio use custom (often high) pricing” Grok 4.20 · budget prompt · soft negative
“Who should avoid: Teams that need real-time commission visibility.” DeepSeek V4 Flash · negative prompt · soft negative
“Performio is the most balanced pick” Muse Glimmer 30B · paraphrase prompt · first choice
“Best For: Mid-market companies with highly complex, global, or multi-currency compensation structures.” Gemini 3.5 Flash · direct 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.