Four of fourteen models named Microsoft Power Automate Process Mining first on the direct prompt; zero named PM4Py. Microsoft Power Automate Process Mining was named by eleven of the fourteen models and PM4Py by ten and Microsoft Power Automate Process Mining carries 21 labels and PM4Py 14, 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 process mining page.
Across every category in the October 2026 Edition, Microsoft Power Automate Process Mining and PM4Py were named in the same answer seven times, of the 62 answers naming Microsoft Power Automate Process Mining and the 27 naming PM4Py. In those answers PM4Py took the first choice one time and Microsoft Power Automate Process Mining two.
| Model | DirectMPPM | ParaphraseMPPM | ComparativeMPPM | Budget-constrainedMPPM | Scale-constrainedMPPM | NegativeMPPM |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | MP | PM | ||||
| GPT-5.4 mini | PM | |||||
| Gemini 3.5 Flash | MP | MP | MP | MPPM | MP | |
| Perplexity Sonar | MP | MP | MP | |||
| Grok 4.1 Fast | MP | PM | ||||
| Mistral Small | MP | |||||
| DeepSeek V4 Flash | MP | MP | PM | |||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | PM | PM | ||||
| Kimi K2 | MP | PM | MP | PM | ||
| GLM 4.7 FlashX | MPPM | PM | ||||
| MiniMax M2.5 | MP | PM | ||||
| GPT-6 Luna | MP | MP | MPPM | PM | ||
| Muse Glimmer 30B | MP |
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 seven in this category shown.
“Avoid or be cautious with Microsoft Power Automate Process Mining if you expect high volumes” Mistral Small · negative prompt · hard negative
“I wouldn’t start with Microsoft Power Automate Process Mining if the budget is especially tight” GPT-6 Luna · budget prompt · soft negative
“it can carry heavy add-on licensing costs (such as a $5,000/month tenant capacity add-on)” Gemini 3.5 Flash · negative prompt · soft negative
“Best for Microsoft-Centric Companies: Microsoft Power Automate Process Mining ... this is the most seamless and cost-effective commercial option.” Gemini 3.5 Flash · budget prompt · first choice
“Best Overall & Best for Microsoft Ecosystems: Microsoft Power Automate Process Mining (formerly Minit)” Gemini 3.5 Flash · direct prompt · first choice
“UiPath Process Mining or Microsoft Power Automate Process Mining are the safest bets” DeepSeek V4 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.
“No graphical user interface – Requires programming knowledge and development skills” GLM 4.7 FlashX · negative prompt · hard negative
“Open Source Tools (Avoid if You Don't Have Developers)” Qwen 3.7 Flash · negative prompt · hard negative
“Open-source libraries such as PM4Py, if you expect a turnkey business app... a library may leave you responsible for building the interface” GPT-6 Luna · negative prompt · soft negative
“Best low-budget starting point: PM4Py—if your company has someone comfortable with Python and data preparation.” GPT-6 Luna · budget prompt · first choice
“If you have technical/data science resources, PM4Py offers the most power and flexibility at zero cost.” Kimi K2 · budget prompt · alternative
“PM4Py is the leading open-source library for process mining in Python. It is completely free” Gemini 3.5 Flash · 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.