Two of fourteen models named CaptivateIQ first on the direct prompt; zero named Deel. CaptivateIQ was named by eight of the fourteen models and Deel by nine and CaptivateIQ carries 12 labels and Deel 13, so the shares are not directly comparable.
Named in two categories this edition.
Named in fifteen 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 compensation management page.
| 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. Four of five in this category shown.
“dedicated enterprise tools (like Beqom, Workday Compensation, or CaptivateIQ) are usually cost-prohibitive and overly complex” Gemini 3.5 Flash · budget prompt · soft negative
“CaptivateIQ (Best overall for mid-market B2B sales teams)” Gemini 3.5 Flash · direct prompt · first choice
“CaptivateIQ is my default pick for a mid-market B2B company” GPT-6 Luna · direct prompt · first choice
“Add an ICM Platform (CaptivateIQ, QuotaPath) if: Your finance or sales ops team is losing days every month calculating sales commissions” Gemini 3.5 Flash · comparative prompt · alternative
No label in this category carried a quote.
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.