Seven of fourteen models named UiPath first on the direct prompt; one named Automation Anywhere. Both were named by all fourteen models and UiPath carries 70 labels and Automation Anywhere 63, so the shares are not directly comparable.
Named in two categories this edition.
Named in four 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 robotic process automation page.
Across every category in the October 2026 Edition, UiPath and Automation Anywhere were named in the same answer 175 times, of the 220 answers naming UiPath and the 217 naming Automation Anywhere. In those answers Automation Anywhere took the first choice zero times and UiPath seventy.
| 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. Six of eight in this category shown.
“SMBs should approach UiPath with caution... its licensing fees, Orchestrator costs, and the high salary demands of specialized UiPath developers make its TCO steep.” Gemini 3.5 Flash · negative prompt · soft negative
“Be cautious if you need low-code citizen development on a tight budget, or want AI-first automation rather than RPA+AI add-ons.” Muse Glimmer 30B · negative prompt · soft negative
“High/ unpredictable licensing costs... Steep learning curve for advanced features; complexity overwhelms non-developers.” Grok 4.1 Fast · negative prompt · soft negative
“UiPath recognized as a Leader for the sixth consecutive year—positioned highest for Ability to Execute and furthest for Completeness of Vision” MiniMax M2.5 · comparative prompt · first choice
“the best robotic process automation software for a mid-sized B2B company would be UiPath, Automation Anywhere, or IBM Robotic Process Automation” Llama 4 Maverick · paraphrase prompt · first choice
“Start with the UiPath Community Edition. It is the only way to get high-end, professional-grade automation software for free.” Qwen 3.7 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“It is also considered expensive, with no public pricing available. It is suitable for enterprise buyers but may not be suitable for smaller organizations.” Llama 4 Maverick · negative prompt · soft negative
“Be cautious if you need best-in-class AI document understanding today, low cost for small teams, or out-of-the-box ERP/CRM connectors.” Muse Glimmer 30B · negative prompt · soft negative
“Choose Automation Anywhere if you want a cloud-first, web-based RPA with strong document AI and pre-built Bot Store assets.” Muse Glimmer 30B · direct prompt · first choice
“would be UiPath, Automation Anywhere, or IBM Robotic Process Automation” Llama 4 Maverick · paraphrase prompt · first choice
“Focus on platforms like UiPath, Automation Anywhere, Microsoft Power Automate, or Blue Prism, which suit mid-market needs.” Grok 4.1 Fast · scale 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.