Six of fourteen models named Apromore first on the direct prompt; zero named Celonis Process Intelligence Platform. Both were named by all fourteen models and Apromore carries 46 labels and Celonis Process Intelligence Platform 65, 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 November 2026 Edition, Apromore and Celonis Process Intelligence Platform were named in the same answer 113 times, of the 128 answers naming Apromore and the 202 naming Celonis Process Intelligence Platform. In those answers Celonis Process Intelligence Platform took the first choice thirty-four times and Apromore twenty-eight.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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.
“notably high negative rate (27%) and is labeled as a "criticized challenger"” Mistral Small · negative prompt · hard negative
“I didn't pull a fresh official source here, so I'd want to verify current product positioning before making a strong recommendation.” GPT-5.4 mini · comparative prompt · soft negative
“it may require additional technical expertise to manage effectively, and limitations in support and ease of use” Claude Haiku 4.5 · negative prompt · soft negative
“the best process mining tools for a mid-market B2B company are generally considered to be Apromore, UiPath Process Mining, and ABBYY Timeline” Mistral Small · direct prompt · first choice
“The best process mining tool for a company with a limited budget is Apromore, as it is an open-source tool that offers a free Community Edition” Llama 4 Maverick · budget prompt · first choice
“Apromore stands out as the top open-source option with a free Community Edition, making it ideal for starting on a small budget” Mistral Small · budget 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.
“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
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.