Six of fourteen models named ControlUp first on the direct prompt; two named Nexthink Infinity. ControlUp was named by nine of the fourteen models and Nexthink Infinity by ten and ControlUp carries 13 labels and Nexthink Infinity 16, 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.
Across every category in the October 2026 Edition, ControlUp and Nexthink Infinity were named in the same answer thirty-eight times, of the 47 answers naming ControlUp and the 61 naming Nexthink Infinity. In those answers Nexthink Infinity took the first choice fourteen times and ControlUp seven.
| 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. Six of eight in this category shown.
“Avoid (For Now) for Mid-Sized B2B: Nexthink & Lakeside SysTrack: ... It's overkill and often overpriced” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Traditional enterprise DEX tools (like Nexthink or Lakeside SysTrack) are powerful, but they require heavy financial investments, complex deployments” Gemini 3.5 Flash · budget prompt · soft negative
“While competitors like Nexthink are powerful, they are often too complex, expensive, and heavy for smaller IT teams.” Gemini 3.5 Flash · direct prompt · soft negative
“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
“Top platforms to consider (2024-2026 reports): Nexthink (strong analytics)” Grok 4.1 Fast · scale prompt · first choice
“Nexthink is the strongest default choice for a mid-market B2B company” GPT-5.4 mini · direct 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.