# SAP Signavio Process Intelligence 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 SAP Signavio Process Intelligence first on the direct prompt; zero named PM4Py. Page: https://it-ai-index.com/operations/process-mining/sap-signavio-process-intelligence-vs-pm4py/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| SAP Signavio Process Intelligence | 3% | #6 of 9 | 30% | 47 | 14 of 14 |
| PM4Py | 2% | #8 of 9 | 29% | 14 | 10 of 14 |

## The direct prompt, model by model

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

## What the models said about SAP Signavio Process Intelligence

- "SAP Signavio | $150K–$700K/year | Heavy SAP-native positioning; enterprise price tags" (Kimi K2, direct prompt, hard negative)
- "SAP Signavio ($150K–$700K/year) are far out of scope for most limited budgets" (DeepSeek V4 Flash, budget prompt, hard negative)
- "$150K–$700K/year — only makes sense if you're deeply invested in SAP." (DeepSeek V4 Flash, direct prompt, hard negative)
- "If your stack is primarily SAP and you are planning a massive ERP migration: Choose SAP Signavio." (Gemini 3.5 Flash, comparative prompt, first choice)
- "SAP Signavio for SAP-aligned process mining + modelling + simulation with collaborative governance" (Muse Glimmer 30B, comparative prompt, first choice)
- "### 1. SAP Signavio – *Best if you use SAP or need end-to-end modeling*" (Qwen 3.7 Flash, paraphrase 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.