Six of fourteen models named ControlUp first on the direct prompt; zero named 1inch. ControlUp was named by nine of the fourteen models and 1inch by ten and ControlUp carries 13 labels and 1inch 17, so the shares are not directly comparable.
Named in one category 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 digital employee experience 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 4.1 Fast | ||||||
| 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.
“if your employees use standard laptops with SaaS apps, it's less relevant” DeepSeek V4 Flash · paraphrase prompt · soft negative
“the strongest fit from the results is ControlUp because it is explicitly described as best for mid-market fleets (50–5,000 devices)” Perplexity Sonar · direct prompt · first choice
“For mid-market specifically, ControlUp and Nexthink are often recommended due to their scalability and comprehensive feature sets.” MiniMax M2.5 · direct prompt · first choice
“Best Overall for Mid-Market: ControlUp ... widely considered the strongest DEX platform for mid-market IT teams” Gemini 3.5 Flash · direct prompt · first choice
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 the most budget-conscious company, 1inch is the best platform to use because it charges no protocol fee” DeepSeek V4 Flash · budget prompt · first choice
“Stick to well-established platforms like Uniswap, PancakeSwap, or 1inch for everyday trading.” DeepSeek V4 Flash · negative prompt · first choice
“1inch – regularly highlighted as best for low fees.” Muse Glimmer 30B · 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.