Six of fourteen models named Apromore first on the direct prompt; one named Microsoft Power Automate. Apromore was named by fourteen of the fourteen models and Microsoft Power Automate by seven and Apromore carries 46 labels and Microsoft Power Automate 10, so the shares are not directly comparable.
Named in one category this edition.
Named in six categories 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.
| 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
No label in this category carried a quote.
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.