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Process mining · November 2026 Edition
Celonis Process Intelligence Platform vs PM4Py
Zero of fourteen models named Celonis Process Intelligence Platform first on the direct prompt; zero named PM4Py. Celonis Process Intelligence Platform was named by fourteen of the fourteen models and PM4Py by nine and Celonis Process Intelligence Platform carries 65 labels and PM4Py 12, so the shares are not directly comparable.
Named in one category this edition.
PM4Py
accepted challengerNamed in one category this edition.
First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate51%17%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 11; printed, not drawn.
Labels6512A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Celonis Process Intelligence Platform reading right to left. Rank and label count are printed, not drawn.UiPath Process Mining was named alongside these two in eleven of the fourteen direct answers. Microsoft Power Automate Process Mining vs Celonis Process Intelligence Platform · Microsoft Power Automate Process Mining vs PM4Py · Apromore vs Celonis Process Intelligence Platform
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Celonis Process Intelligence PlatformFirst choices, of fourteen modelsPM4PyDirect0012 against Celonis Process Intelligence Platform
Paraphrase204 against Celonis Process Intelligence Platform
Comparative1301 against PM4Py
Budget-constrained025 against Celonis Process Intelligence Platform · 1 against PM4Py
Scale-constrained103 against Celonis Process Intelligence Platform
Negative109 against Celonis Process Intelligence Platform
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Celonis Process Intelligence Platform and PM4Py stood in it.
| Model | DirectPM | ParaphrasePM | ComparativePM | Budget-constrainedPM | Scale-constrainedPM | NegativePM |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | PM | | ||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | PM | | |
| Perplexity Sonar | | | | PM | | |
| Grok 4.20 | | | PM | PM | | |
| Mistral Small | | | | | ||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | PM | | |
| GLM 4.7 FlashX | | | PM | | ||
| MiniMax M2.5 | | | PM | PM | ||
| GPT-6 Luna | | | | PM | | |
| Muse Glimmer 30B | | | | PM | |
Celonis Process Intelligence PlatformPM PM4Py first choice named as an alternative argued againstblank: not namedEach cell is one answer, Celonis Process Intelligence Platform on the left and PM4Py on the right.The direct prompt
The plain question, one answer per model, grouped by where Celonis Process Intelligence Platform and PM4Py stood in it.
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-6 LunaApromore alternatives: Celonis Process Intelligence Platform, Power Automate Process Mining, SAP Signavio Process Intelligence, UiPath Process Mining
Neither was named
13 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Mindzie alternatives: Apromore, Microsoft Power Automate Process Mining, QPR ProcessAnalyzer, UiPath Process Mining
GPT-5.4 miniApromore alternatives: SAP Signavio Process Intelligence, UiPath Process Mining
Gemini 3.5 FlashMicrosoft Power Automate Process Mining alternatives: Apromore, UiPath Process Mining
Perplexity SonarApromore alternatives: Power Automate Process Mining, QPR ProcessAnalyzer, SAP Signavio Process Intelligence, UiPath Process Mining
Grok 4.20Microsoft Power Automate Process Mining alternatives: Apromore, UiPath Process Mining, process.science
Mistral SmallABBYY Timeline, Apromore, UiPath Process Mining alternatives: Microsoft Power Automate Process Mining
DeepSeek V4 FlashProcessMind alternatives: Apromore, Microsoft Power Automate, QPR ProcessAnalyzer, UiPath Process Mining
Llama 4 MaverickMindzie
Qwen 3.7 FlashMicrosoft Power Automate, UiPath Process Mining alternatives: Apromore, QPR ProcessAdvisor
Kimi K2Apromore, Microsoft Power Automate Process Mining alternatives: QPR ProcessAnalyzer, UiPath Process Mining
GLM 4.7 FlashXUiPath Process Mining, process.science alternatives: IBM Process Mining, SAP Signavio Process Intelligence
MiniMax M2.5Apromore, Microsoft Power Automate Process Mining alternatives: IBM Process Mining
Muse Glimmer 30BKye, Microsoft Power Automate Process Mining alternatives: Mindzie, Workfellow, process.science
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Celonis Process Intelligence Platform0%#13 of 13PM4Py0%#10 of 13
The full small business standing →Mid-marketThe figures above
Celonis Process Intelligence Platform leads by two points.
Celonis Process Intelligence Platform6%#4 of 11PM4Py4%#5 of 11
The full mid-market standing →Enterprise
Celonis Process Intelligence Platform leads by sixty-eight points.
Celonis Process Intelligence Platform68%#1 of 10PM4Py0%#– of 10
The full enterprise standing →What the models said about Celonis Process Intelligence Platform
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Tools to Skip (for Mid-Market) ... Category leader but enterprise-focused; contracts typically start at $150K/year” DeepSeek V4 Flash · direct prompt · hard negative
“Avoid first if budget is tight - Celonis is a leader in the market, but its pricing is not transparent” GPT-5.4 mini · budget prompt · hard negative
“What to avoid for typical mid-market budgets... Celonis enterprise deals average around $418,000 a year” Muse Glimmer 30B · direct prompt · hard negative
“Celonis — The Enterprise Standard ... Most mature analytics, "Process Copilot" AI assistant, real-time digital twin of operations, largest ecosystem” Kimi K2 · comparative prompt · first choice
“Market leader with best pre-built extractors. Can be pricey, but offers scalable cloud entry. Best for "heavy" ERP environments.” Qwen 3.7 Flash · scale prompt · first choice
“Celonis is rated as the best overall process mining platform for cross-system process intelligence at enterprise scale” Claude Haiku 4.5 · comparative prompt · first choice
What the models said about PM4Py
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 lacks a user-friendly GUI and requires technical expertise—best for very limited budgets with data-savvy teams” Grok 4.20 · budget prompt · soft negative
“Open-source options like ProM or PM4Py exist but are more for research/academia than enterprise use.” Grok 4.20 · comparative prompt · soft negative
“It is the industry standard for open-source process mining... Complete flexibility, free, and easy to automate in data pipelines.” Gemini 3.5 Flash · budget prompt · first choice
“PM4Py (Free/Open Source) - Best Overall Choice” MiniMax M2.5 · budget prompt · first choice
“PM4Py is a no-license-cost open-source option—but it’s a developer library, not a ready-made business-user app.” GPT-6 Luna · budget prompt · alternative
Also compared
Microsoft Power Automate Process Mining vs Celonis Process Intelligence PlatformMicrosoft Power Automate Process Mining vs PM4PyApromore vs Celonis Process Intelligence PlatformApromore vs PM4PyUiPath Process Mining vs Celonis Process Intelligence PlatformUiPath Process Mining vs PM4PyCelonis Process Intelligence Platform vs Microsoft Power AutomateCelonis Process Intelligence Platform vs SAP Signavio Process IntelligenceCelonis Process Intelligence Platform vs ABBYY TimelinePM4Py vs Microsoft Power AutomatePM4Py vs SAP Signavio Process IntelligencePM4Py vs ABBYY TimelineAll twenty-eight head-to-head pages and the full process mining standing
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.