# IBM Process Mining vs PM4Py: which do AI models recommend for process mining, October 2026

IT AI Recommendation Index, October 2026 Edition, Process mining. Zero of fourteen models named IBM Process Mining first on the direct prompt; zero named PM4Py. Page: https://it-ai-index.com/operations/process-mining/ibm-process-mining-vs-pm4py/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| IBM Process Mining | 14% | #3 of 9 | 27% | 37 | 14 of 14 |
| PM4Py | 2% | #8 of 9 | 29% | 14 | 10 of 14 |

## The direct prompt, model by model

- MiniMax M2.5: neither first, one named (first choices: Apromore, Celonis Process Intelligence Platform) (alternatives: IBM Process Mining, Microsoft Power Automate Process Mining, UiPath Process Mining)
- Claude Haiku 4.5: neither named (first choices: Microsoft Power Automate) (alternatives: Apromore, ProcessMind, QPR ProcessAnalyzer)
- GPT-5.4 mini: neither named (first choices: UiPath Process Mining) (alternatives: Celonis Process Intelligence Platform, SAP Signavio Process Intelligence)
- Gemini 3.5 Flash: neither named (first choices: Microsoft Power Automate Process Mining) (alternatives: Apromore, KYP.ai, UiPath Process Mining)
- Perplexity Sonar: neither named (first choices: Microsoft Power Automate Process Mining) (alternatives: SAP Signavio Process Intelligence, UiPath Process Mining)
- Grok 4.1 Fast: neither named (first choices: Microsoft Power Automate) (alternatives: Apromore, UiPath Process Mining)
- Mistral Small: neither named (first choices: Celonis Process Intelligence Platform) (alternatives: SAP Signavio Process Intelligence, UiPath Process Mining)
- DeepSeek V4 Flash: neither named (first choices: Microsoft Power Automate Process Mining, UiPath Process Mining) (alternatives: Mindzie, Minit, ProcessMind)
- Llama 4 Maverick: neither named (first choices: ProcessMaker)
- Qwen 3.7 Flash: neither named (first choices: Everflow Process Intelligence, ProcessMaker) (alternatives: SAP Signavio Process Intelligence, UiPath Process Mining)
- Kimi K2: neither named (first choices: Microsoft Power Automate Process Mining, Mindzie) (alternatives: Apromore, MEHRWERK, QPR ProcessAnalyzer)
- GLM 4.7 FlashX: neither named (first choices: Mindzie) (alternatives: ABBYY Timeline, Apromore, Microsoft Power Automate)
- GPT-6 Luna: neither named (first choices: Apromore) (alternatives: Power Automate Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining)
- Muse Glimmer 30B: neither named (first choices: Decisions, ProcessMaker) (alternatives: Microsoft Power Automate Process Mining, Noxus)

## What the models said about IBM Process Mining

- "What I would avoid on a limited budget: Celonis, IBM Process Mining, and similar enterprise suites" (GPT-5.4 mini, budget prompt, hard negative)
- "~$4,250/month and enterprise-governance-focused — overkill for most mid-market teams." (DeepSeek V4 Flash, direct prompt, hard negative)
- "IBM Process Mining starts at ~$4,250/month — still expensive for SMBs" (DeepSeek V4 Flash, budget prompt, hard negative)
- "I would recommend IBM Process Mining if you want a process intelligence platform that is explicitly described as *tailored more to midsize organizations*" (Perplexity Sonar, paraphrase prompt, first choice)
- "For most mid-sized B2B companies, IBM Process Mining or SAP Signavio are the best recommendations." (Mistral Small, paraphrase prompt, first choice)
- "Mid-Market & Agile Specialized Tools (e.g., Apromore, Fluxicon Disco, IBM Process Mining)" (Gemini 3.5 Flash, scale prompt, first choice)

## What the models said about PM4Py

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.