One of fourteen models named Zoho Assist first on the direct prompt; four named NinjaOne. Zoho Assist was named by fourteen of the fourteen models and NinjaOne by ten and Zoho Assist carries 42 labels and NinjaOne 15, so the shares are not directly comparable.
Named in one category this edition.
Named in twelve 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. Four of five in this category shown.
“better for smaller or cost-sensitive teams than for a fully scaled mid-market stack” GPT-5.4 mini · direct prompt · soft negative
“Zoho Assist is frequently recommended as one of the best remote support tools. It offers a free version that is genuinely functional” Mistral Small · budget prompt · first choice
“Best All-Rounder: Zoho Assist ... Start with a trial of Zoho Assist for a user-friendly, cost-effective solution.” Qwen 3.7 Flash · direct prompt · first choice
“Best overall Zoho Assist - Best balance of performance, pricing, scalability, and integrations for IT teams.” Muse Glimmer 30B · comparative prompt · first choice
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
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.