Four of fourteen models named NinjaOne first on the direct prompt; zero named Chrome Remote Desktop. NinjaOne was named by ten of the fourteen models and Chrome Remote Desktop by ten and NinjaOne carries 15 labels and Chrome Remote Desktop 16, so the shares are not directly comparable.
Named in twelve 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 remote support and remote access 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. One of one in this category shown.
“The best remote support tool for a company with a limited budget is likely to be NinjaOne, which costs $1.50/month for 10,000 endpoints.” Llama 4 Maverick · budget 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.
“ITPro says these free tools should be avoided in a business environment because they are "impossible to manage and audit."” Perplexity Sonar · negative prompt · hard negative
“not suitable for business environments as they are difficult to manage and audit” Llama 4 Maverick · negative prompt · hard negative
“Sometimes used to trick users into lowering security settings in their browser.” Qwen 3.7 Flash · negative prompt · hard negative
“I'd suggest starting with Chrome Remote Desktop or Windows Quick Assist if you're primarily supporting internal users” Claude Haiku 4.5 · budget prompt · first choice
“Start with RustDesk or Chrome Remote Desktop — both are genuinely free for business use.” Kimi K2 · budget prompt · first choice
“Chrome Remote Desktop is the easiest free option for helping someone or reaching your own computer.” Muse Glimmer 30B · budget 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.